speech on computer engineering

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Speech on Computer - 10 Lines, Short and Long Speech

Speech on computer.

A computer is an electronic machine that accepts data and processes it to produce new data as output. Computers first appeared around the period of World War II. However, at the time, only the government had access to computers, and the general population was not permitted to use them. A primary computer includes a mouse, display, keyboard, and CPU. Other attachable parts, such as laser pens, scanners, and printers, can be used.

10 Lines Speech on Computer

1) A computer is an electrical device that executes commands issued by the user.

2) A "programme" is a set of instructions delivered to a computer by the user.

3) The first mechanical computer was constructed by "Charles Babbage" called an "Analytical Engine"; hence, he is recognised as the "Father of the Computer".

4) A computer operates as part of a system that includes an Input Device, an Output Device, a Central Processing Unit (CPU), and a Storage Device.

5) "Input" refers to the raw data and information provided to the computer.

6) Processing is the operation and manipulation of data following the user's instructions; it is entirely an internal computer procedure.

7) "Output" refers to the analytics specified by the computer after processing the user's commands.

8) The word computer is drawn from the Latin word "Computer", which means "to calculate".

9) "Peripherals" are input devices like mice and keyboards and output devices such as printers and monitors.

10) Computers are classified into three sorts based on their usage: analogue, digital, and hybrid.

Short Speech on Computer

Computers have become an integral component of our daily lives. With it, offices, schools, hospitals, governmental organisations, and non-governmental organisations are complete. Our labour, whether schoolwork, office work, or mother's housework, depends on computers.

Uses of Computers

It has a variety of applications. A computer is used in the medical field to diagnose disorders. Because of this computer, they have discovered cures for various diseases. Computers have brought about significant developments in the realm of study. Computers have aided in numerous types of study, including scientific, social, and space research. They have helped keep the environment, society, and play under control.

Computers have also aided in the most vital aspect of a country's economy, namely the military. It aids the country's security authorities in detecting potential threats in the future. The military sector also employs to maintain tabs on our adversary.

Even computers, which have grown so crucial to us, have disadvantages, such as hackers who can steal and publish data on the internet. This information is available to anyone. We must remember that excess of anything is harmful. We should strive to minimise its use because it can be detrimental to our eyes, back, and brain and cause other difficulties.

Long Speech on Computers

Computers have become a vital part of our society and have greatly impacted the way we live and work.

Computers have come a long way since the first mainframe computers were created in the 1940s. These early computers were large and expensive machines that were primarily used by government agencies and large corporations. However, as technology advanced, computers became smaller, more affordable, and more accessible to the general public.

Advantages of Computers

First and foremost, computers have made communication much easier and more efficient. With the internet, we are able to connect with people from all over the world in an instant. We can send emails, instant messages, and make video calls, all from the comfort of our own homes. This has made it possible for people to work remotely and collaborate with others on projects, regardless of their location.

Computers make tasks faster and more efficient. From research projects to writing essays, computers have made it easier for us to complete our work in a shorter amount of time.

Education | Computers also play a major role in the field of education. Online classes, tutorials, and educational videos have made it possible for students to learn at their own pace and on their own schedule.

Entertainment | In the field of entertainment, computers have also had a significant impact. With the rise of streaming services and online gaming, we now have access to a vast library of movies, TV shows, and games.

Business | In the business world, computers have also revolutionised the way companies operate. From data analysis to inventory management, computers have made it possible for businesses to streamline their operations and make better decisions.

Disadvantages of Computers

Computers have greatly impacted our lives in many ways, and their importance cannot be overstated. However, as with any technology, there are also potential downsides to consider. One of the main concerns is the impact of computers on our physical and mental health. Sitting in front of a computer for long periods of time can lead to eye strain, back pain, and other health issues. Additionally, the constant use of computers can lead to feelings of isolation and depression.

It is important to remember that while computers can greatly benefit us, it is also important to use them in moderation and take breaks to engage in physical activities and social interaction.

My Experience

I remember the time when I first got my computer, it was a big deal for me. I was in high school and having a computer at home was a luxury. I was able to do my homework, research, and even connect with my friends. It was a game-changer for me and I believe it can be the same for you all.

In conclusion, computers have greatly impacted our lives in many ways, and their importance cannot be overstated. They have made communication, education, entertainment and business more efficient and accessible. However, it is important to use them in moderation and to be mindful of the potential downsides.

Explore Career Options (By Industry)

Construction
Entertainment
Manufacturing
Information Technology

Data Administrator

Database professionals use software to store and organise data such as financial information, and customer shipping records. Individuals who opt for a career as data administrators ensure that data is available for users and secured from unauthorised sales. DB administrators may work in various types of industries. It may involve computer systems design, service firms, insurance companies, banks and hospitals.

Bio Medical Engineer

The field of biomedical engineering opens up a universe of expert chances. An Individual in the biomedical engineering career path work in the field of engineering as well as medicine, in order to find out solutions to common problems of the two fields. The biomedical engineering job opportunities are to collaborate with doctors and researchers to develop medical systems, equipment, or devices that can solve clinical problems. Here we will be discussing jobs after biomedical engineering, how to get a job in biomedical engineering, biomedical engineering scope, and salary.

Ethical Hacker

A career as ethical hacker involves various challenges and provides lucrative opportunities in the digital era where every giant business and startup owns its cyberspace on the world wide web. Individuals in the ethical hacker career path try to find the vulnerabilities in the cyber system to get its authority. If he or she succeeds in it then he or she gets its illegal authority. Individuals in the ethical hacker career path then steal information or delete the file that could affect the business, functioning, or services of the organization.

GIS officer work on various GIS software to conduct a study and gather spatial and non-spatial information. GIS experts update the GIS data and maintain it. The databases include aerial or satellite imagery, latitudinal and longitudinal coordinates, and manually digitized images of maps. In a career as GIS expert, one is responsible for creating online and mobile maps.

Data Analyst

The invention of the database has given fresh breath to the people involved in the data analytics career path. Analysis refers to splitting up a whole into its individual components for individual analysis. Data analysis is a method through which raw data are processed and transformed into information that would be beneficial for user strategic thinking.

Data are collected and examined to respond to questions, evaluate hypotheses or contradict theories. It is a tool for analyzing, transforming, modeling, and arranging data with useful knowledge, to assist in decision-making and methods, encompassing various strategies, and is used in different fields of business, research, and social science.

Geothermal Engineer

Individuals who opt for a career as geothermal engineers are the professionals involved in the processing of geothermal energy. The responsibilities of geothermal engineers may vary depending on the workplace location. Those who work in fields design facilities to process and distribute geothermal energy. They oversee the functioning of machinery used in the field.

Database Architect

If you are intrigued by the programming world and are interested in developing communications networks then a career as database architect may be a good option for you. Data architect roles and responsibilities include building design models for data communication networks. Wide Area Networks (WANs), local area networks (LANs), and intranets are included in the database networks. It is expected that database architects will have in-depth knowledge of a company's business to develop a network to fulfil the requirements of the organisation. Stay tuned as we look at the larger picture and give you more information on what is db architecture, why you should pursue database architecture, what to expect from such a degree and what your job opportunities will be after graduation. Here, we will be discussing how to become a data architect. Students can visit NIT Trichy , IIT Kharagpur , JMI New Delhi .

Remote Sensing Technician

Individuals who opt for a career as a remote sensing technician possess unique personalities. Remote sensing analysts seem to be rational human beings, they are strong, independent, persistent, sincere, realistic and resourceful. Some of them are analytical as well, which means they are intelligent, introspective and inquisitive.

Remote sensing scientists use remote sensing technology to support scientists in fields such as community planning, flight planning or the management of natural resources. Analysing data collected from aircraft, satellites or ground-based platforms using statistical analysis software, image analysis software or Geographic Information Systems (GIS) is a significant part of their work. Do you want to learn how to become remote sensing technician? There's no need to be concerned; we've devised a simple remote sensing technician career path for you. Scroll through the pages and read.

Budget Analyst

Budget analysis, in a nutshell, entails thoroughly analyzing the details of a financial budget. The budget analysis aims to better understand and manage revenue. Budget analysts assist in the achievement of financial targets, the preservation of profitability, and the pursuit of long-term growth for a business. Budget analysts generally have a bachelor's degree in accounting, finance, economics, or a closely related field. Knowledge of Financial Management is of prime importance in this career.

Underwriter

An underwriter is a person who assesses and evaluates the risk of insurance in his or her field like mortgage, loan, health policy, investment, and so on and so forth. The underwriter career path does involve risks as analysing the risks means finding out if there is a way for the insurance underwriter jobs to recover the money from its clients. If the risk turns out to be too much for the company then in the future it is an underwriter who will be held accountable for it. Therefore, one must carry out his or her job with a lot of attention and diligence.

Finance Executive

Product manager.

A Product Manager is a professional responsible for product planning and marketing. He or she manages the product throughout the Product Life Cycle, gathering and prioritising the product. A product manager job description includes defining the product vision and working closely with team members of other departments to deliver winning products.

Operations Manager

Individuals in the operations manager jobs are responsible for ensuring the efficiency of each department to acquire its optimal goal. They plan the use of resources and distribution of materials. The operations manager's job description includes managing budgets, negotiating contracts, and performing administrative tasks.

Stock Analyst

Individuals who opt for a career as a stock analyst examine the company's investments makes decisions and keep track of financial securities. The nature of such investments will differ from one business to the next. Individuals in the stock analyst career use data mining to forecast a company's profits and revenues, advise clients on whether to buy or sell, participate in seminars, and discussing financial matters with executives and evaluate annual reports.

A Researcher is a professional who is responsible for collecting data and information by reviewing the literature and conducting experiments and surveys. He or she uses various methodological processes to provide accurate data and information that is utilised by academicians and other industry professionals. Here, we will discuss what is a researcher, the researcher's salary, types of researchers.

Welding Engineer

Welding Engineer Job Description: A Welding Engineer work involves managing welding projects and supervising welding teams. He or she is responsible for reviewing welding procedures, processes and documentation. A career as Welding Engineer involves conducting failure analyses and causes on welding issues.

Transportation Planner

A career as Transportation Planner requires technical application of science and technology in engineering, particularly the concepts, equipment and technologies involved in the production of products and services. In fields like land use, infrastructure review, ecological standards and street design, he or she considers issues of health, environment and performance. A Transportation Planner assigns resources for implementing and designing programmes. He or she is responsible for assessing needs, preparing plans and forecasts and compliance with regulations.

Environmental Engineer

Individuals who opt for a career as an environmental engineer are construction professionals who utilise the skills and knowledge of biology, soil science, chemistry and the concept of engineering to design and develop projects that serve as solutions to various environmental problems.

Safety Manager

A Safety Manager is a professional responsible for employee’s safety at work. He or she plans, implements and oversees the company’s employee safety. A Safety Manager ensures compliance and adherence to Occupational Health and Safety (OHS) guidelines.

Conservation Architect

A Conservation Architect is a professional responsible for conserving and restoring buildings or monuments having a historic value. He or she applies techniques to document and stabilise the object’s state without any further damage. A Conservation Architect restores the monuments and heritage buildings to bring them back to their original state.

Structural Engineer

A Structural Engineer designs buildings, bridges, and other related structures. He or she analyzes the structures and makes sure the structures are strong enough to be used by the people. A career as a Structural Engineer requires working in the construction process. It comes under the civil engineering discipline. A Structure Engineer creates structural models with the help of computer-aided design software.

Highway Engineer

Highway Engineer Job Description: A Highway Engineer is a civil engineer who specialises in planning and building thousands of miles of roads that support connectivity and allow transportation across the country. He or she ensures that traffic management schemes are effectively planned concerning economic sustainability and successful implementation.

Field Surveyor

Are you searching for a Field Surveyor Job Description? A Field Surveyor is a professional responsible for conducting field surveys for various places or geographical conditions. He or she collects the required data and information as per the instructions given by senior officials.

Orthotist and Prosthetist

Orthotists and Prosthetists are professionals who provide aid to patients with disabilities. They fix them to artificial limbs (prosthetics) and help them to regain stability. There are times when people lose their limbs in an accident. In some other occasions, they are born without a limb or orthopaedic impairment. Orthotists and prosthetists play a crucial role in their lives with fixing them to assistive devices and provide mobility.

Pathologist

A career in pathology in India is filled with several responsibilities as it is a medical branch and affects human lives. The demand for pathologists has been increasing over the past few years as people are getting more aware of different diseases. Not only that, but an increase in population and lifestyle changes have also contributed to the increase in a pathologist’s demand. The pathology careers provide an extremely huge number of opportunities and if you want to be a part of the medical field you can consider being a pathologist. If you want to know more about a career in pathology in India then continue reading this article.

Veterinary Doctor

Speech therapist, gynaecologist.

Gynaecology can be defined as the study of the female body. The job outlook for gynaecology is excellent since there is evergreen demand for one because of their responsibility of dealing with not only women’s health but also fertility and pregnancy issues. Although most women prefer to have a women obstetrician gynaecologist as their doctor, men also explore a career as a gynaecologist and there are ample amounts of male doctors in the field who are gynaecologists and aid women during delivery and childbirth.

Audiologist

The audiologist career involves audiology professionals who are responsible to treat hearing loss and proactively preventing the relevant damage. Individuals who opt for a career as an audiologist use various testing strategies with the aim to determine if someone has a normal sensitivity to sounds or not. After the identification of hearing loss, a hearing doctor is required to determine which sections of the hearing are affected, to what extent they are affected, and where the wound causing the hearing loss is found. As soon as the hearing loss is identified, the patients are provided with recommendations for interventions and rehabilitation such as hearing aids, cochlear implants, and appropriate medical referrals. While audiology is a branch of science that studies and researches hearing, balance, and related disorders.

An oncologist is a specialised doctor responsible for providing medical care to patients diagnosed with cancer. He or she uses several therapies to control the cancer and its effect on the human body such as chemotherapy, immunotherapy, radiation therapy and biopsy. An oncologist designs a treatment plan based on a pathology report after diagnosing the type of cancer and where it is spreading inside the body.

Are you searching for an ‘Anatomist job description’? An Anatomist is a research professional who applies the laws of biological science to determine the ability of bodies of various living organisms including animals and humans to regenerate the damaged or destroyed organs. If you want to know what does an anatomist do, then read the entire article, where we will answer all your questions.

For an individual who opts for a career as an actor, the primary responsibility is to completely speak to the character he or she is playing and to persuade the crowd that the character is genuine by connecting with them and bringing them into the story. This applies to significant roles and littler parts, as all roles join to make an effective creation. Here in this article, we will discuss how to become an actor in India, actor exams, actor salary in India, and actor jobs.

Individuals who opt for a career as acrobats create and direct original routines for themselves, in addition to developing interpretations of existing routines. The work of circus acrobats can be seen in a variety of performance settings, including circus, reality shows, sports events like the Olympics, movies and commercials. Individuals who opt for a career as acrobats must be prepared to face rejections and intermittent periods of work. The creativity of acrobats may extend to other aspects of the performance. For example, acrobats in the circus may work with gym trainers, celebrities or collaborate with other professionals to enhance such performance elements as costume and or maybe at the teaching end of the career.

Video Game Designer

Career as a video game designer is filled with excitement as well as responsibilities. A video game designer is someone who is involved in the process of creating a game from day one. He or she is responsible for fulfilling duties like designing the character of the game, the several levels involved, plot, art and similar other elements. Individuals who opt for a career as a video game designer may also write the codes for the game using different programming languages.

Depending on the video game designer job description and experience they may also have to lead a team and do the early testing of the game in order to suggest changes and find loopholes.

Radio Jockey

Radio Jockey is an exciting, promising career and a great challenge for music lovers. If you are really interested in a career as radio jockey, then it is very important for an RJ to have an automatic, fun, and friendly personality. If you want to get a job done in this field, a strong command of the language and a good voice are always good things. Apart from this, in order to be a good radio jockey, you will also listen to good radio jockeys so that you can understand their style and later make your own by practicing.

A career as radio jockey has a lot to offer to deserving candidates. If you want to know more about a career as radio jockey, and how to become a radio jockey then continue reading the article.

Choreographer

The word “choreography" actually comes from Greek words that mean “dance writing." Individuals who opt for a career as a choreographer create and direct original dances, in addition to developing interpretations of existing dances. A Choreographer dances and utilises his or her creativity in other aspects of dance performance. For example, he or she may work with the music director to select music or collaborate with other famous choreographers to enhance such performance elements as lighting, costume and set design.

Social Media Manager

A career as social media manager involves implementing the company’s or brand’s marketing plan across all social media channels. Social media managers help in building or improving a brand’s or a company’s website traffic, build brand awareness, create and implement marketing and brand strategy. Social media managers are key to important social communication as well.

Photographer

Photography is considered both a science and an art, an artistic means of expression in which the camera replaces the pen. In a career as a photographer, an individual is hired to capture the moments of public and private events, such as press conferences or weddings, or may also work inside a studio, where people go to get their picture clicked. Photography is divided into many streams each generating numerous career opportunities in photography. With the boom in advertising, media, and the fashion industry, photography has emerged as a lucrative and thrilling career option for many Indian youths.

An individual who is pursuing a career as a producer is responsible for managing the business aspects of production. They are involved in each aspect of production from its inception to deception. Famous movie producers review the script, recommend changes and visualise the story.

They are responsible for overseeing the finance involved in the project and distributing the film for broadcasting on various platforms. A career as a producer is quite fulfilling as well as exhaustive in terms of playing different roles in order for a production to be successful. Famous movie producers are responsible for hiring creative and technical personnel on contract basis.

Copy Writer

In a career as a copywriter, one has to consult with the client and understand the brief well. A career as a copywriter has a lot to offer to deserving candidates. Several new mediums of advertising are opening therefore making it a lucrative career choice. Students can pursue various copywriter courses such as Journalism , Advertising , Marketing Management . Here, we have discussed how to become a freelance copywriter, copywriter career path, how to become a copywriter in India, and copywriting career outlook.

In a career as a vlogger, one generally works for himself or herself. However, once an individual has gained viewership there are several brands and companies that approach them for paid collaboration. It is one of those fields where an individual can earn well while following his or her passion.

Ever since internet costs got reduced the viewership for these types of content has increased on a large scale. Therefore, a career as a vlogger has a lot to offer. If you want to know more about the Vlogger eligibility, roles and responsibilities then continue reading the article.

For publishing books, newspapers, magazines and digital material, editorial and commercial strategies are set by publishers. Individuals in publishing career paths make choices about the markets their businesses will reach and the type of content that their audience will be served. Individuals in book publisher careers collaborate with editorial staff, designers, authors, and freelance contributors who develop and manage the creation of content.

Careers in journalism are filled with excitement as well as responsibilities. One cannot afford to miss out on the details. As it is the small details that provide insights into a story. Depending on those insights a journalist goes about writing a news article. A journalism career can be stressful at times but if you are someone who is passionate about it then it is the right choice for you. If you want to know more about the media field and journalist career then continue reading this article.

Individuals in the editor career path is an unsung hero of the news industry who polishes the language of the news stories provided by stringers, reporters, copywriters and content writers and also news agencies. Individuals who opt for a career as an editor make it more persuasive, concise and clear for readers. In this article, we will discuss the details of the editor's career path such as how to become an editor in India, editor salary in India and editor skills and qualities.

Individuals who opt for a career as a reporter may often be at work on national holidays and festivities. He or she pitches various story ideas and covers news stories in risky situations. Students can pursue a BMC (Bachelor of Mass Communication) , B.M.M. (Bachelor of Mass Media) , or MAJMC (MA in Journalism and Mass Communication) to become a reporter. While we sit at home reporters travel to locations to collect information that carries a news value.

Corporate Executive

Are you searching for a Corporate Executive job description? A Corporate Executive role comes with administrative duties. He or she provides support to the leadership of the organisation. A Corporate Executive fulfils the business purpose and ensures its financial stability. In this article, we are going to discuss how to become corporate executive.

Multimedia Specialist

A multimedia specialist is a media professional who creates, audio, videos, graphic image files, computer animations for multimedia applications. He or she is responsible for planning, producing, and maintaining websites and applications.

Quality Controller

A quality controller plays a crucial role in an organisation. He or she is responsible for performing quality checks on manufactured products. He or she identifies the defects in a product and rejects the product.

A quality controller records detailed information about products with defects and sends it to the supervisor or plant manager to take necessary actions to improve the production process.

Production Manager

A QA Lead is in charge of the QA Team. The role of QA Lead comes with the responsibility of assessing services and products in order to determine that he or she meets the quality standards. He or she develops, implements and manages test plans.

Process Development Engineer

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Short Speech on Computer in English for Students and Children

3 minute speech on computer for school and college students.

Respected Principal, teachers and my dear classmates. A wonderful morning to all of you. Today we all have gathered here to celebrate this day, I would like to speak a few words on – ‘ Computer ’.

Needless to say how the computer has become an important part of our everyday life. Can we imagine our lives without it? I am sure the answer will be no!

Offices, schools, hospitals, governmental organizations, and non- governmental organizations, all are incomplete without it. Our work whether its school homework or office work or mother’s household work, all is dependent on the computer.

It has various uses. The medical field uses a computer to diagnose diseases. So far, they are able to find a cure for various diseases due to this computer. Even in the field of research, computers have brought a lot of changes. Whether its scientific research, social research, or space research, computers have helped in all of them. They have helped to keep a check on the environment, society, and space.

Computers have also contributed to the most important sector of a country, i.e, defense. It helps the country’s security agencies to detect a threat that can be harmful in the future. The defense industry also uses to keep surveillance on our enemy.

A computer has many advantages, as I mentioned earlier but there is nothing in this world which has no disadvantages. Even computer which has become so important for us has disadvantaged such as hackers can steal the data and release it on the internet. Anyone can access this data.

Apart from this threat, there are other threats too. Such as threats like viruses, spams, bugs, etc. It has become an addiction too for many people. Even students spend a lot of their time sitting in front of computer screen playing games and watching movies.

We need to remind ourselves that excess of everything is bad. We should try and limit its use as it’s excessive use can be harmful to our eyes, back, brain and can lead to various problems too.

In the end, I would like to add that it is a boon and we can stop it to become bane if we use it cautiously. Thank you for lending me your ears.

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Short Speech about Engineering

Short Speeches about Engineering

Engineering is the application of science, mathematics, and practical knowledge in order to develop solutions to problems. Engineers are concerned with the design, production, and use of a wide range of materials and systems to meet human needs.

Engineering is a broad discipline which includes many sub-disciplines that contribute to the field. These include: aerospace engineering, automotive engineering, civil engineering, computer engineering (software), electrical engineering, environmental engineering (water treatment), industrial engineering (manufacturing), marine engineering (ship design), mechanical/aerospace/electrical/chemical/electronic engineering.

Engineering is a broad term that encompasses many fields. It is important to understand the importance of engineering in today’s world and how it has evolved.

Engineering is a broad term that encompasses many fields. It is important to understand the importance of engineering in today’s world and how it has evolved. The field of Engineering has evolved from its origins with the invention of the wheel, to more recent technologies such as artificial intelligence, robotics, and automation.

Engineering is a broad term that encompasses many fields like mechanical engineering, electrical engineering, civil engineering, chemical engineering and aerospace engineering among others.

Engineering is a field that covers the design and production of tools, machines, structures and systems. It is often considered a sub-discipline of engineering which includes mathematics and natural sciences.

Engineering is the process of designing, building, testing, and using machines, engines or systems to solve problems. Some examples are: airplanes, cars, computers or bridges.

Engineering is not just a career option but it is also a necessity. We cannot live without engineering in our daily lives. It has been around since the beginning of time and will continue to be around in the future.

Engineering has been around since the beginning of time and will continue to be around in the future. Engineering is not just a career option but it is also a necessity for our daily lives.

Engineering is a process of designing, developing, and testing physical products or systems. Engineers develop solutions to problems that require creative thinking and innovation.

Engineering is an important field in the society because it has contributed to many inventions that have changed the way we live our lives. From bridges to cars, from airplanes to computers – engineering has been an essential part of every invention.

Early engineering was known as one of the most important professions in society because it provided solutions for many issues such as natural disasters, transportation and communication.

Engineering is the discipline that studies how to design and build structures, machines, devices, or systems with practical application in technology, industry, and science.

Engineering is a field of engineering that uses mathematics and science to solve problems. Engineers must consider the physical characteristics of materials and be able to analyze complex systems in order to design everything from bridges to spacecrafts.

The engineering profession is a vital one in society. It is the foundation of all modern technologies and the production of goods.

Engineers are responsible for the design, construction and maintenance of buildings, bridges, roads, railways, canals and other structures that facilitate human life.

In order to maintain their relevance in a changing world, engineers need to constantly learn new skillsets that will allow them to stay on top of the latest developments.

Engineering is the application of science, mathematics, and practical knowledge to design and build structures, machines, devices, systems, materials and processes that use energy to transform the environment or make products.

In order to innovate in this field, you need a solid foundation in engineering basics. There are a few things that every engineer should know.

Engineering is a key skill in today’s world. It is a broad and diverse field that touches on many fields, from architecture and construction to medicine, manufacturing, and computer science.

Engineering is one of the most difficult subjects to learn in school. The skills are not just limited to math or science; it involves creativity, critical thinking, problem solving, and more.

Engineers are needed for all kinds of jobs – from building bridges to designing cars to crafting new medical technologies.

Engineers are important in the construction of any building. They are responsible for designing and creating the building’s framework, ensuring that it is structurally sound.

Engineers are also tasked with taking care of all the necessary paperwork, including permits and licenses, as well as making sure that everything is being done according to safety regulations.

The importance of engineering cannot be understated in today’s world. Engineers contribute to society by performing a wide range of tasks from building bridges to designing planes.

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Electrical and Computer Engineering

College of engineering, course information, 18-781: speech recognition and understanding, description:.

The technology to allow humans to communicate by speech with machines or by which machines can understand when humans communicate with each other is rapidly maturing. This course provides an introduction to the theoretical tools as well as the experimental practice that has made the field what it is today. We will cover theoretical foundations, essential algorithms, major approaches, experimental strategies and current state-of-the-art systems and will introduce the participants to ongoing work in representation, algorithms and interface design. This course is suitable for graduate students with some background in computer science and electrical engineering, as well as for advanced undergraduates.

Last Modified: 2023-04-14 10:24AM

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Speech & Machine Learning Lab

The University of Texas at Dallas

Welcome to Speech & Machine Learning Lab website!

The Speech & Machine Learning (SML) Lab, which is a part of the Center for Robust Speech Systems (CRSS) , is located at the Electrical & Computer Engineering Department of the University of Texas at Dallas, United States. Our research features an inter-disciplinary study that involves speech processing, emotion, audio-visual learning and deep learning methodology. We develop cutting-edge neural models for inclusive and expressive speech synthesis. Thank you for taking your time to know better about us and our work.

Dr. Berrak Sisman

Recent Announcements

Our paper has been accepted for presentation in ICASSP 2024! Preprint is available here .
SML lab welcomes Shreeram Suresh Chandra as he joins the lab as a PhD student in the fall of 2023!
Dr. Sisman received the Fall 2022 AWS AI Amazon Research Award! For more information, please check here .
SML lab welcomes Rasim Ulgen as he joins the lab as a PhD student!
Dr. Sisman is serving as the Area Chair at IEEE ICASSP 2023 .

Email forwarding for @cs.stanford.edu is changing. Updates and details here . Looking for your W-2 form? Read Here . CS Commencement Ceremony June 16, 2024. Learn More .

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Webisoft Blog

July 18, 2023

A Comprehensive Speech on Artificial Intelligence: Unveiling the Power of AI for Beginners

Artificial Intelligence (AI) is a revolutionary technology that continues to make headlines due to its transformative impacts across diverse sectors, including healthcare, education, and parliamentary assembly, to name a few. However, gaining a solid understanding of this dynamic technology, particularly for novices, can prove to be a formidable challenge.

Recognizing this, we have curated a beginner’s guide aimed at demystifying AI, equipping you with the knowledge to articulate an engaging speech on artificial intelligence and comprehend the depth of this extraordinary domain.

Our guide begins with a clear definition of AI, followed by exploring its various forms. These range from narrow AI, which excels at specific tasks, to the more ambitious concept of general AI, miming human-like intelligence.

It’s noteworthy that the influence of AI extends to educational realms too. It has gained significant traction in top-tier schools and colleges and permeated the CBSE curriculums and other board examinations across India.

As we delve deeper, we will navigate through the intriguing subfields of AI, including natural language processing, computer vision, robotics, and more. In doing so, we aim to unfold the myriad possibilities that this avant-garde technology encompasses.

1 What is AI? An Insight into Artificial Intelligence
2.1 1. Machine Learning (ML)
2.2 2. Natural Language Processing (NLP)
2.3 3. Expert Systems
2.4 4. Robotics
2.5 5. Computer Vision
2.6 6. Neural Networks
3 The Machinery of AI: How Learning Algorithms Connect Artificial Intelligence and the Human Brain
4.1 1. Supervised learning
4.2 2. Unsupervised Learning
4.3 3. Reinforcement Learning
5 Webisoft & Artificial Intelligence
6 Wrapping Up

What is AI? An Insight into Artificial Intelligence

Artificial Intelligence (AI) is an extensive branch of computer science dedicated to the creation of systems or machines that mimic human-like intelligent behavior. These intelligent machines are designed with the ability to:

Process information effectively.
Learn from past experiences.
Adapt to new, unfamiliar situations.

In many ways, the development of AI can be likened to nurturing the cognitive growth of a human child.

AI has a significant influence on various aspects of our lives. From educational solutions such as those offered by NCERT books for different classes, to college predictor algorithms, the traces of AI can be found everywhere.

To make machines mimic human intelligence, AI leverages a range of learning algorithms and techniques. These allow machines to learn, reason, and self-correct just like humans. Our daily interactions with technology, whether it’s automatic speech recognition in smartphones or recommendation algorithms in online platforms, highlight the success of AI.

However, as we venture further into the realm of AI, it’s vital to consider the legal rights and implications associated with this rapidly advancing technology. Delving into AI’s internal mechanisms and understanding its components are crucial steps to grasp its capabilities and constraints fully.

A prominent chief scientist beautifully summarized AI, stating, “Artificial Intelligence is not about creating robots to replace humans. It’s about building machines that can enhance human capabilities, fostering a synergistic relationship between humans and technology.”

AI systems utilize various specialized techniques to mirror human intelligence, including:

Machine learning for enabling systems to learn and improve from experience.
Neural networks for processing information are similar to the human brain.
Natural language processing for understanding and generating human language.

For instance, machine vision is a facet of AI that allows computers to interpret visual information. Similarly, speech recognition in AI enables machines to comprehend and respond to spoken language. Moreover, expert systems in AI use domain-specific knowledge to solve intricate problems in specific fields.

Subfields of AI: Unraveling the Intricacies of Artificial Intelligence

Artificial Intelligence (AI) encompasses various subfields, each playing a unique role in advancing the capabilities of intelligent machines. Let’s explore some prominent subfields:

1. Machine Learning (ML)

Machine Learning focuses on developing algorithms that enable machines to learn from data without explicit programming. With the increasing prevalence of big data, ML has gained significant importance. Subfields within ML include deep Learning, supervised learning, and unsupervised Learning.

2. Natural Language Processing (NLP)

NLP aims to teach machines to understand and generate human language. Speech recognition, language translation, and text analysis contribute to NLP advancements.

3. Expert Systems

Expert systems simulate human decision-making by leveraging knowledge represented as ‘if-then’ rules within a specific domain. These systems provide intelligent solutions by reasoning with domain expertise.

4. Robotics

Robotics integrates mechanical, electrical, and computer engineering to design and develop robots capable of interacting with the physical world. It focuses on creating machines that mimic human-like actions and behaviors.

5. Computer Vision

Computer Vision enables machines to interpret and comprehend visual information. For example, object recognition, facial recognition, and image and video analysis fall under computer vision.

6. Neural Networks

Neural Networks are algorithms inspired by the structure and function of the human brain. These models excel in image and speech recognition tasks, capturing complex relationships between inputs and outputs. Understanding these subfields of AI provides a comprehensive view of its capabilities.

English news channels have begun regularly featuring AI segments, showcasing its latest developments and impacts. Live broadcasts featuring AI have become a commonplace occurrence.

Whether it’s reporting on Google’s latest AI advancements or discussing the AI used to predict election outcomes in the parliamentary assembly, the news coverage around AI is extensive.

Now, let’s explore the intriguing connection between AI and the human brain, further deepening our understanding of this remarkable field.

The Machinery of AI: How Learning Algorithms Connect Artificial Intelligence and the Human Brain

Understanding artificial intelligence goes beyond mere knowledge; it requires delving into its operations. Artificial intelligence strives to emulate the functioning of the human brain, and one practical approach is using neural networks.

When more intricate networks are employed to comprehend complex concepts, it is known as deep learning. Various types of deep learning utilize distinct techniques to replicate the human brain’s capabilities.

For instance, convolutional neural networks (CNNs) excel in object recognition, forming the foundation of computer vision in AI.

To facilitate machine learning and make machines artificially intelligent, we expose them to vast amounts of data, enabling them to identify patterns and make predictions based on acquired knowledge.

As a result, machines have an unparalleled ability to analyze high-dimensional data, surpassing human capabilities.

Machine learning techniques serve two primary purposes: classification and prediction. Classification involves assigning new customers to specific groups based on relevant information, while prediction entails forecasting the likelihood of customer defection to competitors using data analysis.

Machine Learning and AI: Discovering the Core Algorithms of Artificial Intelligence

Making machines artificially intelligent involves harnessing the power of various learning algorithms. Let’s explore some of the prominent ones:

1. Supervised learning

An algorithm is trained in supervised learning using labeled data, where the correct answers are provided. For example, when teaching a machine to recognize friends by name, you must identify them in the data.

The algorithm learns the relationship between input features and their corresponding outputs during training. Once trained, it can make predictions based on new data. Supervised Learning applications include image recognition, spam filtering, and speech recognition.

2. Unsupervised Learning

Unsupervised learning involves training an algorithm with unlabeled data, where the objective is to discover patterns within the data itself.

For instance, feeding the algorithm data about celestial objects and expecting it to identify patterns independently.

However, since the data lacks predefined labels or categories, the algorithm must autonomously identify structures or patterns within the dataset. Unsupervised learning finds applications in clustering and anomaly detection.

3. Reinforcement Learning

Reinforcement learning involves algorithm training to achieve a goal through trial and error. For example, a robot attempted to climb a wall until it succeeded.

In this type of learning, the algorithm interacts with an environment and receives feedback through rewards or punishments based on its actions. The algorithm utilizes this feedback to improve its decision-making and behavior.

By leveraging these learning algorithms, we empower machines to learn, adapt, and make intelligent decisions. Much like the Turing Stamp, AI is a testament to human ingenuity and the relentless pursuit of knowledge.

Each algorithm serves a unique purpose in pursuing artificial intelligence, unlocking new possibilities and applications across various domains.

Webisoft & Artificial Intelligence

Webisoft is a renowned technology solutions provider. This company harnesses the power of AI to drive innovation and deliver exceptional outcomes for businesses across diverse sectors.

Webisoft integrates AI-driven automation solutions into business processes, enabling organizations to streamline operations and improve productivity.

By leveraging NLP and machine learning algorithms capabilities, Webisoft develops intelligent systems that automate repetitive tasks, data analysis, and decision-making processes.

This allows businesses to allocate resources more effectively, reduce human error, and enhance operational efficiency.

Wrapping Up

To wrap up, artificial intelligence is not merely a complex scientific term, it’s an influential force driving transformations in our everyday lives. We interact with AI in various forms, from the voice assistants on our phones to the recommendation algorithms on our favorite shopping sites, and even in critical sectors like healthcare, education, and transportation. AI is ubiquitous, seamlessly woven into the fabric of our digital existence.

But as we embrace AI, we’re also faced with consequential ethical dilemmas – the need to ensure privacy, prevent bias, and ensure its use for the collective good. As we stand on the cusp of this technological revolution, these issues call for thoughtful discussions and decisive actions.

Yet, with all its complexities, the potential of AI is undeniably immense. It promises to streamline operations, enhance productivity, and deliver unprecedented insights by deciphering complex data patterns. But to harness this potential effectively, you need the right expertise.

That’s where Webisoft comes in. We’re not just tech enthusiasts; we’re your partners in navigating the world of AI. We’re equipped with the knowledge, tools, and passion to help your business unlock the benefits of AI. Whether it’s about improving your customer experience, streamlining your operations, or gaining a competitive edge with predictive analysis, we can make it happen.

Are you ready to start your AI journey? Reach out to us today. Let’s explore how artificial intelligence can redefine your business landscape and pave the way to a brighter, smarter future. Get in touch with Webisoft now!

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Auditory, Speech & Language Processing

Human listeners are able to perceptually segregate one sound source from an acoustic mixture, such as a single voice from a mixture of other voices and music at a busy cocktail party. How can we engineer "machine listening" systems that achieve this perceptual feat?

For computers and humans to successfully interact using natural language, linguistic content from both speech and text signals is required. The research approach taken within the AI group is to mix algorithmic development for machine learning with insights from psychology, acoustics, and linguistics in order to find new ways of extracting speech from audio (as in computational audition above), word transcripts from speech (automatic speech recognition), and linguistic meaning from words (natural language processing).

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Talking to Your Computer

About the Author: KeAloha Over

KeAloha Over was a USC engineering student in 2000.

Introduction

Background on Human Speech Variance

Human speech varies quite a bit. Speech differs from location to location. Even the speech of a single person can vary time from time. Phil Woodland, a member of the Cambridge University Engineering Department, divides the variability of human speech into these four categories.

Intra-speaker
Inter-speaker
Speaking style
Acoustic channel

Why Speech Recognition is Hard for Computers

How speech recognition works.

Hidden Markov Models (HMM)
A pronunciation dictionary
A language model

Everyday Applications

[1] P. Woodland. “Speech recognition”. Speech and Language Engineering – State of the Art 499, IEEE Colloquium on (1998): 2/1-2/5. On-line. 19 Nov 1998.
[2] Gerald Gadzar. “Speech recognition. Lecture 7: Hidden Markov models.” University of Sussex. 25 March 1999. <http://www.informatics.susx.ac.uk/research/groups/nlp/gazdar/teach/nlp/nlpnode47.html#SECTION00027300000000000000>.
[3] N. Hataoka, Odaka, T., and A. Amano. “Speech recognition system for automatic telephone operator based on CSS architecture” in Interactive Voice Technology for Telecommunications Applications (September 1994), pp. 77-80.
[4] Muhammad Nawaz. “Real-World Speech Recognition Applications.” Suite101. Interenet: http://www.suite101.com/article.cfm/artificial_intelligence/8613 [7 July 1998].
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Q&A: Using software engineering to bring back speech in ALS

By Medeea Popescu and Nicholas Weiler

Erin Kunz took a circuitous route to studying the brain. The third year PhD student in Electrical Engineering started her career developing autonomous vehicles at General Motors (GM) — but now she uses her software engineering and machine learning skills in the Neural Prosthetics Translational Laboratory at Stanford, led by faculty members Jamie Henderson and the late Krishna Shenoy .

Neural prostheses, also called brain-computer interfaces (BCIs), are an emerging technology intended to restore neural functions that have been lost through illness or injury. The newest generation of BCIs are implanted directly into the brain and can both deliver electrical signals—to stimulate specific nerves—and record the brain’s electrical activity. In patients who have lost the ability to move their upper or lower bodies due to stroke or spinal cord injury, BCIs are being developed to restore limb movement , and allow use of phones and iPads . In other settings, BCIs are being used to facilitate communication in the form of artificial ears and handwriting decoder devices.

Erin Kunz with ALS speech research patient

Here at Stanford, Kunz is developing brain-implanted BCIs to help restore speech to individuals with Amyotrophic Lateral Sclerosis (ALS), a progressive neurodegenerative disease that leads to loss of muscular function. Her innovative work is supported by the Ketterer-Vorwald Neurosciences Interdisciplinary Graduate Fellowship .

Our beloved colleague Krishna Shenoy passed away January 21, 2023. Read more about his life and impact on the field here .

We spoke with Kunz to learn about her path to neuroscience research, her science fiction-sounding PhD project, and how the interdisciplinary Wu Tsai Neuro community has influenced her work.

Can you tell us a bit about your transition from working in the automotive industry to a neuroscience-focused PhD?

I did my undergrad at Berkeley in mechanical engineering and I grew up in a big car family, so automotive work was very appealing. During my undergrad I drifted from the more traditional mechanical side of engineering to controls and computer science and started getting interested in machine learning. My first job at GM was working on software for autonomous vehicles.

On the personal side, I became interested in neuroscience because my father was diagnosed with ALS while I was in college. That had a huge impact on my life, and he ultimately passed away about a month after I graduated. The Shenoy lab came on my radar at that time because they work on assistive technologies for patients with ALS. Having been a “human speech-decoder” for my father, I appreciate how much assistive technologies, particularly communication BCI, can help patients and their families.

I spent a few years at GM starting off my career, and then started wondering what's out there in the BCI field. I thought, what the heck, I'll apply to grad school and see what happens. I applied to Master's programs, and ended up doing my Master's at Stanford in Electrical Engineering. I really made an effort to get involved with neuroscience research and get to know professors in that field, then applied to stay on for the PhD program.

You're developing brain implants to help people with paralysis be able to speak again. What’s the high-level goal for this project?

Currently I'm working with a participant who has ALS. Her speech is very limited—she can produce sounds but they aren't intelligible. Because she can't communicate conversationally the way that you or I can, we are developing a technology that can take in her neural signals of attempted speech, pass them through a computer, and output the words that she wants to say. Specifically, our program decodes phonemes, which are individual sound units of language, and then that sequence of phonemes goes into a language model that produces the actual text output.

A big part of the project is to actually understand the neuroscience behind speech production. Because a lot of neuroscience uses animal models, and animals don’t talk, our understanding of speech has been mechanistically limited. Now that we have a participant with a BCI in this area of the brain, we can do a lot of experimentation and understand how our speech cortex actually works, which is really exciting.

The Neural Prosthetics Translational Lab team exchange smiles with ALS patient. Photo by Steve Fisch.

That sounds super cool—can you tell us more about how the BCI you’re developing functions?

Our lab is one of only a small number of labs that works with human participants with implanted BCIs. Each device is a square of just under four millimeters containing electrodes. Every individual we work with undergoes voluntary neurosurgery to have it implanted into the part of their neocortex that controls movement. We use the device to record their neural signals as they do different tasks, both for developing applications technologically and also to add to our understanding of how the brain controls movement more broadly. The patient populations we work with are individuals either with quadriplegia [loss of voluntary movement in all four limbs] or ALS, so they have to meet a pretty substantial threshold to be able to have this sort of voluntary intensive surgery to be in the study.

How are you using the software skills you developed at GM and in your electrical engineering training?

I would say a lot of what we do is software engineering or machine learning. We have what we call “the rig,” which is a big stack of multiple computers that the neural signals go through. We write software programs that interpret neural signals in real time, so there's a lot of machine learning in developing those algorithms.

The work we do is super interdisciplinary. I mean, it requires understanding neuroscience, understanding machine learning, and all of the analysis that goes into that as well as having a good grasp on your intended behavior — in this case speech and language that are actually incredibly complex and have entire fields of study in their own right. Right now I'm taking a linguistics course called Articulatory Phonetics, about how we actually produce sound. It’s a pretty broad range of fields that I have had to come up to speed with pretty quickly.

How has Wu Tsai Neuro’s support and the Institute’s community helped to advance your work?

I'm part of the NeuroTech Training program at Wu Tsai Neuro, in addition to being a Ketterer-Vorwald Neurosciences Interdisciplinary Graduate Fellow. We have weekly seminars with different speakers from industry or from other institutions, which has been really cool. A lot of times I'll walk away with some idea that may be totally tangential to my own research, but has surprising applications in how we could analyze our own data, for example.

What do you see yourself doing next?

At the moment I'm thinking I want to do a postdoc either in this lab or a cousin lab. We're part of a consortium called BrainGate , and there’s a handful of labs around the country that do similar research. I definitely want to continue doing research in the prosthetic electrophysiology brain-computer interface field.

Kunz’s mentor, Krishna Shenoy , passed away following our interview — we circled back with her to ask about how his mentorship has influenced her work.

How did you first meet Krishna, and what made him stand out as a mentor?

I met Krishna during pre-Covid times when I joined Stanford for my Master's and I would attend his office hours to discuss the state of our field. Coming from industry, I was still feeling out the idea of doing a PhD, and Krishna was really inspirational to me. He was not only a great scientist, but a great mentor and a very approachable person.

You could tell he was doing this research and in this field because he enjoyed science and mentorship. His achievements came as a side effect of doing what he enjoyed, rather than chasing prestige. He used to say that he would stay in academia as long as it was fun, and he stayed in it his whole career. This really resonated with me — that’s the way I want to do science as well.

Can you share some examples of Krishna's mentorship and how he supported his lab?

Krishna always encouraged work-life balance. We’d often spend much of our regular one-on-one research meetings talking about how we were doing outside of lab and sometimes didn’t get to the science. We weren’t just his students — we were friends and colleagues.

I don’t know if he always had that balance for himself — I remember getting comments from him on my application for my Ketterer-Vorwald Neurosciences Interdisciplinary Graduate Fellowship at midnight on a Friday. But I got the sense that he genuinely enjoyed reviewing and commenting on our work, even late at night.

But he also reminded us that science would always be there. There was a time when I was overwhelmed juggling my research and outside responsibilities, and he helped me find perspective. He reminded me that science is only one part of life and encouraged me to take care of my personal responsibilities first because the science would always be there when I was ready for it.

Our lab gatherings at the Society for Neuroscience (SfN) annual meeting, where we would share embarrassing stories and strengthen friendships, demonstrated his emphasis on fostering strong relationships. After Krishna’s death, alumni from the lab have reached out to us to offer support both academically and personally. It speaks to how good of a mentor Krishna was. There’s a whole Shenoy Alumni Network that stays in contact and supports one another.

How do you feel about continuing the work without Krishna?

It’s bittersweet. I’m working on a new project that’s awesome and cutting edge, but he doesn’t know about it anymore. I’d love to chat with him about the research and brainstorm through the highs and lows.

On the other hand I feel a sense of purpose in completing the projects in his honor, knowing his passion for the research we were doing.

A lot of us have been sharing the punchline Krishna always used in lab meetings during the darkest days of the pandemic. Whatever the bleak news of the day was, Krishna would say, ‘Now save us with science!’ That was how he saw science — even when times are tough, we can come together and take comfort in the work we are doing together.

School of Electrical and Computer Engineering

College of engineering, digital processing of speech signals.

CMPE Degree: This course is Not Applicable for the CMPE degree.

EE Degree: This course is Not Applicable for the EE degree.

Lab Hours: 0 supervised lab hours and 0 unsupervised lab hours.

Technical Interest Group(s) / Course Type(s): Digital Signal Processing

Course Coordinator: Chin-Hui Lee

Prerequisites: ECE4270

Corequisites: None.

Catalog Description

Textbook(s), course outcomes.

Not Applicable

Student Outcomes

1. ( Not Applicable ) An ability to identify, formulate, and solve complex engineering problems by applying principles of engineering, science, and mathematics

2. ( Not Applicable ) An ability to apply engineering design to produce solutions that meet specified needs with consideration of public health, safety, and welfare, as well as global, cultural, social, environmental, and economic factors

3. ( Not Applicable ) An ability to communicate effectively with a range of audiences

4. ( Not Applicable ) An ability to recognize ethical and professional responsibilities in engineering situations and make informed judgments, which must consider the impact of engineering solutions in global, economic, environmental, and societal contexts

5. ( Not Applicable ) An ability to function effectively on a team whose members together provide leadership, create a collaborative and inclusive environment, establish goals, plan tasks, and meet objectives

6. ( Not Applicable ) An ability to develop and conduct appropriate experimentation, analyze and interpret data, and use engineering judgment to draw conclusions

7. ( Not Applicable ) An ability to acquire and apply new knowledge as needed, using appropriate learning strategies.

Strategic Performance Indicators (SPIs)

Outcome 1 (Students will demonstrate expertise in a subfield of study chosen from the fields of electrical engineering or computer engineering): 1. Using tools learned in class to display the speech waveform and its corresponding spectrogram, pitch contour, energy progression and format profile. 2. Deriving cues from above-mentioned time-frequency features can be used to further infer key information about the speaker, speaking environment and even the linguistic content.

Outcome 2 (Students will demonstrate the ability to identify and formulate advanced problems and apply knowledge of mathematics and science to solve those problems):

Outcome 3 (Students will demonstrate the ability to utilize current knowledge, technology, or techniques within their chosen subfield): 1. Given a project at work, the students should be able to carry out literature survey, problem formulation, speech data collection, speech experiments, and project reports by relating real-world signal processing problems to what they learn in class and analyze their experimental results by varying key parameters

Course Objectives

Topical outline.

1. Introduction to Speech Communication a. Concept of Speech Knowledge Hierarchy b. Distinctive Features and Derived Phonetic Structure c. Supersegmental Description of Speech 2. The Vocal Mechanism and Sound Acoustics a. Electrical Analog of the Vocal Tract b. Two Tube Model for Vowels c. Fricatives, Glides, Liquids and Stops 3. Review of Digital Signal Processing a. Fourier Transforms b. z-Transforms c. System Functions 4. Digital Models for Speech Production a. Acoustics of Speech Production, Properties of Speech Waveform b. Digital Models and Basic Problems of Speech Processing 5. Speech Waveform Fundamentals a. Sampling Theorem and Quantization b. Mu-law, A-law and Optimum Quantization 6. Time-Domain Analysis Methods a. Peak, Energy and Zero-crossing Measurements b. Auto-correlation Analysis 7. Short-Time Spectrum Analysis Methods a. Definitions, Filterbanks, Computation, Sound Spectrograms b. Decimation and Interpolation 8. Cepstrum and Homomorphic Speech Processing a. Basic Theory, Cepstrum of Speech Signals b. Pitch Detection, Formant Analysis and Applications c. Mel-cepstra 9. Linear Prediction Analysis a. Basic Theory and Implementations b. Formant Analysis, Spectrum Analysis c. Lattice Structures,Recursive Autocorrelation Functions 10. Introduction to Speech Coding 11. Introduction to Speech Synthesis and Vocoders 12. Introduction to Automatic Speech and Speaker Recognition

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IMAGES

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A SPEECH RECOGNITION
The Evolution of Computer Speech

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computer per speech in English #computer #youtubeshorts
IN MEMORY
Talking about computers ESL / My Computer for kids / Learn to Talk About Computers / Learn English
Motivational speech for computer and technology #M.U.G.H School Panvel #
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d!talk Keynote Speech / Statement Sandra Wachter, Oxford Internet Institute

COMMENTS

Speech on Computer
10 Lines Speech on Computer. 1) A computer is an electrical device that executes commands issued by the user. 2) A "programme" is a set of instructions delivered to a computer by the user. 3) The first mechanical computer was constructed by "Charles Babbage" called an "Analytical Engine"; hence, he is recognised as the "Father of the Computer".
Computer science is for everyone
This talk was given at a local TEDx event, produced independently of the TED Conferences. This persuasive talk shows how essential and easy it is to gain a b...
Short Essay on Computer Engineering
Computer engineering involves the process of designing and manufacturing computer central processors, memory systems, central processing units, and of peripheral devices. Computer engineers work with CAD (computer aided design) programs and different computer languages so they can create and program computer systems.
Short Speech on Computer in English for Students and Children
3 Minute Speech on Computer for School and College Students. Respected Principal, teachers and my dear classmates. A wonderful morning to all of you. Today we all have gathered here to celebrate this day, I would like to speak a few words on - ' Computer '. Needless to say how the computer has become an important part of our everyday life.
Short Speech about Engineering
Speech#2. Engineering is a field that covers the design and production of tools, machines, structures and systems. It is often considered a sub-discipline of engineering which includes mathematics and natural sciences. Engineering is the process of designing, building, testing, and using machines, engines or systems to solve problems.
Graduation Speech On Computer Science Engineering
Graduation Speech On Computer Science Engineering. Satisfactory Essays. 863 Words. 4 Pages. Open Document. As an applicant to your M.S program, I am delighted to introduce myself to you . Therefore, I put forth my credentials about my education and study intentions for admission to the M.S program in Computer Science at XXXXXX University. I am ...
What is a Computer Engineer & What Do They Do?
Computer engineers design, build, and maintain hardware in modern computers. These engineers focus on integrating hardware and software in a unified system safely and efficiently. According to CompTIA, computer engineers, cybersecurity professionals, and systems analysts make up the second-largest category of tech jobs.
Computer engineering
Computer engineering (CoE or CpE) is a branch of computer science and electronic engineering that integrates several fields of computer science and electronic engineering required to develop computer hardware and software. ... Signal, image and speech processing Computer engineers in this area ...
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When Bad Engineering Makes A Natural Disaster Even Worse. TED Fellow Peter Haas presents a talk that every engineer should see. Describing the devastating earthquake that struck Haiti in 2010 ...
18-781: Speech Recognition and Understanding
Carnegie Mellon's Department of Electrical and Computer Engineering is widely recognized as one of the best programs in the world. Students are rigorously trained in fundamentals of engineering, with a strong bent towards the maker culture of learning and doing. ... The technology to allow humans to communicate by speech with machines or by ...
Computer Speech & Language
About the journal. Computer Speech & Language publishes reports of original research related to the recognition, understanding, production, coding and mining of speech and language. The speech and language sciences have a long history, but it is only relatively recently that large-scale implementation of and experimentation with complex models ...
Speech & Machine Learning Lab
The Speech & Machine Learning (SML) Lab, which is a part of the Center for Robust Speech Systems (CRSS), is located at the Electrical & Computer Engineering Department of the University of Texas at Dallas, United States. Our research features an inter-disciplinary study that involves speech processing, emotion, audio-visual learning and deep ...
Natural Language Processing and Speech
Kleiner Perkins, Mayfield, Sequoia Capital Professor in the School of Engineering and Professor, by courtesy, of Electrical Engineering Percy Liang Associate Professor of Computer Science, Senior Fellow at the Stanford Institute for HAI, and Associate Professor, by courtesy, of Statistics
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Robotics integrates mechanical, electrical, and computer engineering to design and develop robots capable of interacting with the physical world. It focuses on creating machines that mimic human-like actions and behaviors. 5. Computer Vision . Computer Vision enables machines to interpret and comprehend visual information.
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Audio Signal Processing - 525.655. Course Number. 525.655. Primary Program. Electrical and Computer Engineering. Course Format. Onsite, Virtual Live. This course gives a foundation in current audio and speech technologies, and covers techniques for sound processing by processing and pattern recognition, acoustics, auditory perception, speech ...
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John I. Makhoul Professor in Electrical and Computer Engineering, Computer Science and Engineering. Professor, Biomedical Informatics. Professor, Linguistics. Associate Chair, Computer Science and Engineering. (614) 292-4890. [email protected].
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Department of Electrical and Computer Engineering Digital Speech Processing Homework No. 5 Solutions Problem 1 Figure 1 shows plots of 6 synthetic vowel short-time log magnitude spectra as obtained using a Hamming window of an appropriate length. The set of 6 spectra cover the vowel sounds /IY/ (as in /beet/), /AA/ as in /hot/, and /UW/ as in ...
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Department of Electrical and Computer Engineering Digital Speech Processing Homework No. 6 Solutions Problem 1 The complex cepstrum, ^x[n], of a sequence x[n] is the inverse Fourier transform of the complex log spectrum X^(ej!) = logjX(ej!)j+ jarg[X(ej!)] Show that the cepstrum c[n], de ned as the inverse Fourier transform of the log
Acoustics, Language and Speech Processing
The team is extremely multidisciplinary, with faculty who have expertise in material science, neuroscience, applied mathematics, and computer science. Some faculty members are directly involved in the Center for Language and Speech Processing (CLSP) and with the Human Language Technology Center of Excellence (COE), and others are involved in ...
Q&A: Using software engineering to bring back speech in ALS
Erin Kunz studies speech production with a clinical trial participant with ALS using brain-computer interface (BCI) technology. ... During my undergrad I drifted from the more traditional mechanical side of engineering to controls and computer science and started getting interested in machine learning. My first job at GM was working on software ...
(PDF) Speech to text conversion and summarization for effective
International Journal of Electrical and Computer Engineering (IJECE) Vol. 9, No. 5 , October 201 9, pp. 3642~3648 ISSN: 2088-8708 , DOI: 10.11591/ijece.v9i5.pp3642-3648 3642
ECE6255
Outcome 1 (Students will demonstrate expertise in a subfield of study chosen from the fields of electrical engineering or computer engineering): 1. Using tools learned in class to display the speech waveform and its corresponding spectrogram, pitch contour, energy progression and format profile. 2.
Fact Check: Putin Did NOT Discuss Black Jesus In Major Speech -- Both
4/2/24 UB is ready to lead in AI for social good; 4/2/24 School of Engineering and Applied Science's first Lightning Talk Competition; 4/1/24 UB awarded $1.25 million grant to create clean energy research hub; 4/1/24 UB SEDS to launch weather balloon for eclipse; 3/29/24 WiSE celebrates 10-years of supporting women in STEM; 3/29/24 Copprium moves its copper ink tech closer to marketplace with ...