週次 |
日期 |
備註 |
自我學習 |
作業 |
作業繳交 |
課程主題 |
課程錄影 |
第一週 | 2/19 | 延後開學 | | | | | |
第二週 | 2/26 | 延後開學 | | | | | |
第三週 | 3/04 | | | HW1 Speech Recognition 公告
(slide,
video)
| |
Introduction,
Rule 1,
Rule 2,
加簽
|
Rule 1,
Introduction
|
第四週 | 3/11 | |
HMM 1
2
| HW1 助教時間 | |
Speech Recognition |
Speech Recognition 1
2
3
|
第五週 | 3/18 | |
n-gram LM |
HW1 助教時間 |
|
Speech Recognition |
Speech Recognition 4
5
6
|
第六週 | 3/25 |
|
VC |
HW2: Voice Conversion 公告
(slide,
video)
| HW1 |
LM,
Voice Conversion
|
LM,
Voice Conversion 1
2
|
第七週 | 4/01 | | | | | Speech Separation |
Speech Separation 1
2
|
第八週 | 4/08 | | | HW3: Speaker Separation 公告
(slide,video) | |
Speech Synthesis |
Speech Synthesis 1
2
|
第九週 | 4/15 | | | | HW2 |
Speaker Verification |
Speaker Verification |
第十週 | 4/22 | | | HW1 bonus 線上發表 | |
NLP tasks
|
NLP tasks
|
第十一週 | 4/29 | |
BERT
|
HW 4-1: BERT 公告
(slide,
video)
|
|
BERT and its family
|
BERT and its family 1
2
|
第十二週 | 5/06 | | | HW2 bonus 線上發表 | HW3 | Coreference |
Coreference |
第十三週 | 5/13 | |
Autoregressive Generation |
HW4-2,4-3: BERT Application 公告
(slide,
video)
|
|
Non-Autoregressive Generation
|
Non-Autoregressive Generation
|
第十四週 | 5/20 | | | | |
Text Style Transfer |
Text Style Transfer |
第十五週 | 5/27 | | | HW5: Text Style Transfer 公告 (slide,video) | HW4 |
MultiBERT,
Parsing 1
2
|
MultiBERT,
Parsing 1
2
|
第十六週 | 6/03 | | | | |
Audio BERT 1,
2,
3
|
Audio BERT 1
2+3
|
第十七週 | 6/10 | 期末考放假 | | | | | |
第十八週 | 6/17 | | | | |
QA,
GPT3
|
QA 1
2,
GPT3
|
第十九週 | 6/24 | | | | HW5 | Controllable Chatbot | Chatbot |
第二十週 | 7/01 | | | | | Dialogue State Tracking | DST as QA |
| | | | | | Meta Learning / Attack / Explainable AI / Knowledge Graph | |