Speech processing as a career

In summary, the speaker's academic background is in math and linguistics, but they have become interested in speech processing. They are considering going back to school for a BSEE, MSEE, or PhD in EE, but they are also wondering if they can enter the field by taking a few courses in signal processing and speech processing. They are willing to go back to school for the necessary background but prefer to get started quickly. Their main interest is in mathematical modeling of problems rather than hardware manipulation. The speaker also mentions that their experience with speech systems has been negative and that linguistics may be helpful in the later stages of speech processing.
  • #1
PeteSchult
My academic background is in math and linguistics, but lately I've gotten interested in speech processing. What I'm wondering is whether I need to go back and get a BSEE (and possibly an MSEE or PhD in EE) or if I can realistically hope to get into the field by just taking a few courses in signal processing and speech processing. I should add that (1) I'm willing to go back to school for whatever background I need, I'd just like to get up and running as quickly as possible and (2) my first love is math, so though manipulating hardware is enjoyable, I'm more interested in mathematical modeling of problems.

--Pete Schult
 
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  • #2
All the speech systems I have experience with are pretty horrid.
Make a few rude noises and they will decide you said something.

All the necessary hardware exists, and cheap
Math and software programing should cover the skill set.
Throw in a whole bunch of research and you might get somewhere.

Linguistics will help on the backend (after you get it to do words).
 
  • #3
e

Speech processing is a fascinating and rapidly growing field, and it's great to hear that you have developed an interest in it. With your academic background in math and linguistics, you already have a strong foundation for a career in this field. While a degree in electrical engineering (BSEE, MSEE, or PhD) could certainly be helpful, it is not necessarily a requirement to enter the speech processing industry.

As you mentioned, taking a few courses in signal processing and speech processing would be a great way to start building your knowledge and skills in this area. These courses would provide you with a solid understanding of the technical aspects of speech processing, and would also give you the opportunity to work on real-world projects and gain hands-on experience.

In addition, your background in math and linguistics can be a valuable asset in speech processing. Mathematical modeling is an important aspect of this field and having a strong understanding of math can help you excel in this area. Furthermore, your knowledge of linguistics can be applied to understanding the complexities of human speech and developing algorithms to process it.

While going back to school for a degree in electrical engineering can certainly benefit you, it is not the only path to a successful career in speech processing. With your academic background and a few relevant courses, you can certainly hope to break into this field and contribute your skills and expertise. I wish you the best of luck in your career pursuits!
 

Related to Speech processing as a career

1. What is speech processing?

Speech processing is a field of study that involves the analysis and synthesis of human speech using computer algorithms. It involves understanding how humans produce and perceive speech, and developing technologies to mimic and enhance these processes.

2. What are the job opportunities in speech processing?

Speech processing has a wide range of job opportunities in various industries, including speech technology companies, healthcare, education, and entertainment. Some common job titles in this field include speech scientist, speech engineer, natural language processing specialist, and speech recognition developer.

3. What skills are needed for a career in speech processing?

A career in speech processing requires a strong background in computer science, mathematics, and linguistics. Some essential skills for this career include programming languages such as Python and Java, knowledge of machine learning and artificial intelligence, and familiarity with speech processing software and tools.

4. What education is required for a career in speech processing?

Most careers in speech processing require at least a bachelor's degree in computer science, electrical engineering, or a related field. Some roles may require a master's or Ph.D. degree, particularly for research positions. It is also beneficial to have additional coursework in linguistics and speech technology.

5. What are the current developments in speech processing?

Some of the recent advancements in speech processing include the use of deep learning techniques for speech recognition, the development of speech-to-speech translation systems, and the integration of speech technology in virtual assistants and smart home devices. There is also ongoing research in areas such as emotion recognition, speaker diarization, and speech synthesis.

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