Deep Learning for Human Language Processing 2020 Spring

Syllabus

Date Self Study HW Deadline Slide Video
3/04 HW1 Speech Recognition 公告 (slide, video) Introduction, Rule 1, Rule 2, 加簽 Rule 1, Introduction
3/11 HMM 1 2 HW1 助教時間 Speech Recognition Speech Recognition 1 2 3
3/18 n-gram LM HW1 助教時間 Speech Recognition Speech Recognition 4 5 6
3/25 VC HW2: Voice Conversion 公告 (slide, video) HW1 LM, Voice Conversion LM, Voice Conversion 1 2
4/01 Speech Separation Speech Separation 1 2
4/08 HW3: Speaker Separation 公告 (slide,video) Speech Synthesis Speech Synthesis 1 2
4/15 HW2 Speaker Verification Speaker Verification
4/22 HW1 bonus 線上發表 NLP tasks NLP tasks
4/29 BERT HW 4-1: BERT 公告 (slide, video) BERT and its family BERT and its family 1 2
5/06 HW2 bonus 線上發表 HW3 Coreference Coreference
5/13 Autoregressive Generation HW4-2,4-3: BERT Application 公告 (slide, video) Non-Autoregressive Generation Non-Autoregressive Generation
5/20 Text Style Transfer Text Style Transfer
5/27 HW5: Text Style Transfer 公告 (slide,video) HW4 MultiBERT, Parsing 1 2 MultiBERT, Parsing 1 2
6/03 Audio BERT 1, 2, 3 Audio BERT 1 2+3
6/17 QA, GPT3 QA 1 2, GPT3
6/24 HW5 Controllable Chatbot Chatbot
7/01 Dialogue State Tracking DST as QA