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Deep Learning for Human Language Processing (2020,Spring)(Deep Learning for Human Language Processing (2020,Spring))
playlist
Videos:
0 [DLHLP 2020] Deep Learning for Human Language Processing (Course Overview)
1 [DLHLP 2020] Speech Recognition (1/7) - Overview
2 [DLHLP 2020] Speech Recognition (2/7) - Listen, Attend, Spell
3 [DLHLP 2020] Speech Recognition (3/7) - CTC, RNN-T and more
4 [DLHLP 2020] Speech Recognition (4/7) - HMM (optional)
5 [DLHLP 2020] Speech Recognition (5/7) - Alignment of HMM, CTC and RNN-T (optional)
6 [DLHLP 2020] Speech Recognition (6/7) - RNN-T Training (optional)
7 [DLHLP 2020] Speech Recognition (7/7) - Language Modeling
8 [DLHLP 2020] Voice Conversion (1/2) - Feature Disentangle
9 [DLHLP 2020] Voice Conversion (2/2) - CycleGAN and StarGAN
10 [DLHLP 2020] Speech Separation (1/2) - Deep Clustering, PIT
11 [DLHLP 2020] Speech Separation (2/2) - TasNet
12 [DLHLP 2020] Speech Synthesis (1/2) - Tacotron
13 [DLHLP 2020] Speech Synthesis (2/2) - More than Tacotron
14 [DLHLP 2020] Speaker Verification
15 [DLHLP 2020] Vocoder (由助教許博竣同學講授)
16 [DLHLP 2020] Overview of NLP Tasks
17 [DLHLP 2020] BERT and its family - Introduction and Fine-tune
18 [DLHLP 2020] BERT and its family - ELMo, BERT, GPT, XLNet, MASS, BART, UniLM, ELECTRA, and more
19 [DLHLP 2020] 來自獵人暗黑大陸的模型 GPT-3
20 [DLHLP 2020] Multilingual BERT
21 [DLHLP 2020] Audio BERT (1/2) (由助教劉廷緯同學講授)
22 [DLHLP 2020] Audio BERT (2/2) (由助教紀伯翰同學和助教楊書文同學講授)
23 [DLHLP 2020] Non-Autoregressive Sequence Generation (由助教莊永松同學講授)
24 [DLHLP 2020] Text Style Transfer and Unsupervised Summarization/Translation/Speech Recognition
25 [DLHLP 2020] Deep Learning for Coreference Resolution
26 [DLHLP 2020] Deep Learning for Constituency Parsing
27 [DLHLP 2020] Deep Learning for Dependency Parsing
28 [DLHLP 2020] Deep Learning for Question Answering (1/2) (重新上傳)
29 [DLHLP 2020] Deep Learning for Question Answering (2/2)
30 [DLHLP 2020] Controllable Chatbot
31 [DLHLP 2020] Dialogue State Tracking (as Question Answering)