482 - Science and Analytics of Speech
Writing Intensive (WI):
Human Language Technology & Computational Linguistics
This course introduces students to the fields of experimental phonetics, the scientific study of the sounds used in human speech, and speech processing, the study of the speech signal used in automatic speech recognition, spoken emotion detection, and other technologies. Students will learn about the physiology of speech production and perception, and they will acquire the skills necessary to accurately describe speech concepts and to analyze speech using relevant methods and tools. Turning to speech processing technology, students will explore automatic speech recognition, speech synthesis, speaker identification, and emotion recognition, and learn how our understanding of human speech production and perception informs these technologies. The course will have relevance to other disciplines in the humanities, sciences, and technical fields. This course provides theoretical foundation as well as hands-on laboratory practice.