李宏毅《深度学习人类语言处理》国语课程(2020)
李宏毅《深度学习人类语言处理》国语(2020)
https://www.youtube.com/playlist?list=PLJV_el3uVTsO07RpBYFsXg-bN5Lu0nhdG
Home：http://speech.ee.ntu.edu.tw/~tlkagk/courses_DLHLP20.html
视频选集
（1/33）
Deep Learning for Human Language Processing (Course Overview)
50:19
Speech Recognition (Part 1)
41:41
Speech Recognition - Listen, Attend, Spell (part 2)
57:22
Speech Recognition - CTC, RNN-T and more (part 3)
41:22
Speech Recognition (Option) - HMM
39:02
Speech Recognition (option) - Alignment of HMM, CTC and RNN-T
35:59
Speech Recognition (option) - RNN-T Training
41:07
Speech Recognition- Language Modeling
45:15
Voice Conversion (1/2)
44:38
Voice Conversion (2/2)
24:25
Speech Separation (1/2) - Deep Clustering, PIT
51:56
Speech Separation (2/2) - TasNet
41:04
Speech Synthesis（1/2）- Tacotron
48:36
Speech Synthesis (2/2) - More than Tacotron
58:24
Speaker Verification
36:08
Vocoder (由助教許博竣同學講授)
44:46
Introduction of NLP Tasks
01:28:48
BERT and its family - Introduction and Fine-tune
50:09
BERT and its family - ELMo, BERT, GPT, XLNet, MASS, BART, UniLM, ELECTRA, and mo
01:11:47
Non-Autoregressive Sequence Generation (由助教莊永松同學講授)
01:01:53
Text Style Transfer and Unsupervised Summarization-Translation-
01:34:25
Deep Learning for Coreference Resolution
53:46
Deep Learning for Constituency Parsing
38:35
Multilingual BERT
39:14
Deep Learning for Dependency Parsing
21:11
Deep Learning for Question Answering (1-2)
41:38
Deep Learning for Question Answering (2-2)
01:13:07
Audio BERT (1-2) (由助教劉廷緯同學講授)
51:41
Audio BERT (2-2) (由助教紀伯翰同學和助教楊書文同學講授)
01:10:28
來自獵人暗黑大陸的模型 GPT3
29:58
Controllable Chatbot
58:49
Controllable Chatbot(重传补缺)
59:49
Dialogue State Tracking (as Question Answering)
42:51
顶部