YoVDO

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

Save Big on Coursera Plus. 7,000+ courses at $160 off. Limited Time Only!
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

Related Courses

Good Brain, Bad Brain: Parkinson's Disease
University of Birmingham via FutureLearn
CARE: Age related diseases and disorders
Karolinska Institutet via edX
Overview & Management of Parkinson’s Disease
University System of Maryland via edX
Good Brain, Bad Brain
University of Birmingham via FutureLearn
Ageing and The Brain: The Impact of Neurodegenerative Diseases
Universidad Complutense de Madrid via FutureLearn