Speech Foundation Models
Course, Machine Learning 2023, Taipei, Taiwan
Slides: Speech Foundation Models 語音基石模型
Video: Part 1 Part 2
Research
Thesis Defense: Towards a Universal Speech Model
Kai-Wei Chang's Research Summary
Click the image to download the pdf.
Talks
Introduction to ChatGPT
Course, Lingustics 2023, Taipei, Taiwan
Slides: Introduction to ChatGPT
ICASSP 2024 Tutorial: Parameter-Efficient and Prompt Learning for Speech and Language Foundation Models
Tutorial, ICASSP 2024, Seoul, Korea
Presented by: Dr. Huck Yang, Dr. Pin-Yu Chen, Prof. Hung-yi Lee, Kai-Wei Chang, Cheng-Han Chiang
Slides: Speech Language Models: Prompting and Parameter Efficient Learning
Related Survey: Speech-Trident
ICASSP 2023 Tutorial: Parameter‑Efficient Learning for Speech and Language Processing: Adapters, Prompts, and Reprogramming
Tutorial, ICASSP 2023, Rhodes Island, Greece
Presented by: Dr. Huck Yang, Dr. Pin-Yu Chen, Prof. Hung-yi Lee, Kai-Wei Chang, Cheng-Han Chiang
Slides: Parameter-Efficient Learning for Speech Processing
Related Survey: Speech-Prompts-Adapters