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Making Computers Good Listeners

Offered By: Center for Language & Speech Processing(CLSP), JHU via YouTube

Tags

Speech Recognition Courses Machine Learning Courses Hidden Markov Models Courses Parkinson's Disease Courses

Course Description

Overview

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Explore a lecture on advanced speech and language processing techniques presented by Joseph Keshet from TTI Chicago. Delve into novel approaches for improving machine listening and understanding capabilities, including a new theorem linking learning updates to performance measures. Examine applications in phoneme-to-speech alignment, phoneme recognition, and automatic voice onset time measurement. Learn how these techniques surpass traditional methods like Hidden Markov Models and approach human-level reliability in certain tasks. Discover potential implications for medical applications such as monitoring Parkinson's disease and predicting cancer treatment effectiveness. Gain insights into cutting-edge research at the intersection of machine learning and speech processing from an expert in the field.

Syllabus

Making Computers Good Listeners – Joseph Keshet (TTI Chicago)


Taught by

Center for Language & Speech Processing(CLSP), JHU

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