Multitask Learning with Low-Level Auxiliary Tasks for Encoder-Decoder Based Speech Recognition

5 April 2017

Hao Tang

Papers citing "Multitask Learning with Low-Level Auxiliary Tasks for Encoder-Decoder Based Speech Recognition"

24 / 24 papers shown

Title
Improving CTC-based ASR Models with Gated Interlayer Collaboration Yuting Yang Yuke Li Binbin Du 34 11 0 25 May 2022
Multi-Level Modeling Units for End-to-End Mandarin Speech Recognition Yuting Yang Binbin Du Yuke Li 26 1 0 24 May 2022
Recent Advances in Embedding Methods for Multi-Object Tracking: A Survey Gaoang Wang Xiuming Zhang Lei Li VOT 61 15 0 22 May 2022
Visual Speech Recognition for Multiple Languages in the Wild Pingchuan Ma Stavros Petridis M. Pantic VLM 128 145 0 26 Feb 2022
A Study of Transducer based End-to-End ASR with ESPnet: Architecture, Auxiliary Loss and Decoding Strategies Florian Boyer Yusuke Shinohara Takaaki Ishii Hirofumi Inaguma Shinji Watanabe 35 34 0 14 Jan 2022
PM-MMUT: Boosted Phone-Mask Data Augmentation using Multi-Modeling Unit Training for Phonetic-Reduction-Robust E2E Speech Recognition Guodong Ma Pengfei Hu Nurmemet Yolwas Shen Huang Hao-Ming Huang 27 4 0 13 Dec 2021
Hierarchical Conditional End-to-End ASR with CTC and Multi-Granular Subword Units Yosuke Higuchi Keita Karube Tetsuji Ogawa Tetsunori Kobayashi 18 23 0 08 Oct 2021
Searchable Hidden Intermediates for End-to-End Models of Decomposable Sequence Tasks Siddharth Dalmia Brian Yan Vikas Raunak Florian Metze Shinji Watanabe 41 30 0 02 May 2021
Taxonomy Completion via Triplet Matching Network Jieyu Zhang Xiangchen Song Ying Zeng Jiaze Chen Jiaming Shen Yuning Mao Lei Li 34 38 0 06 Jan 2021
Improving RNN Transducer Based ASR with Auxiliary Tasks Chunxi Liu Frank Zhang Duc Le Suyoun Kim Yatharth Saraf Geoffrey Zweig 26 49 0 05 Nov 2020
Modular End-to-end Automatic Speech Recognition Framework for Acoustic-to-word Model Qi Liu Zhehuai Chen Hao Li Mingkun Huang Yizhou Lu Kai Yu 21 6 0 31 Jul 2020
Self-supervised Auxiliary Learning with Meta-paths for Heterogeneous Graphs Dasol Hwang Jinyoung Park Sunyoung Kwon KyungHyun Kim Jung-Woo Ha Hyunwoo J. Kim 44 67 0 16 Jul 2020
Neural MOS Prediction for Synthesized Speech Using Multi-Task Learning With Spoofing Detection and Spoofing Type Classification Yeunju Choi Youngmoon Jung Hoirin Kim 16 27 0 16 Jul 2020
Multiresolution and Multimodal Speech Recognition with Transformers Georgios Paraskevopoulos Srinivas Parthasarathy Aparna Khare Shiva Sundaram 25 29 0 29 Apr 2020
Minimum Latency Training Strategies for Streaming Sequence-to-Sequence ASR Hirofumi Inaguma Yashesh Gaur Liang Lu Jinyu Li Jiawei Liu AI4TS 27 46 0 10 Apr 2020
Analyzing the Forgetting Problem in the Pretrain-Finetuning of Dialogue Response Models Tianxing He Jun Liu Kyunghyun Cho Myle Ott Bing-Quan Liu James R. Glass Fuchun Peng CLL 35 9 0 16 Oct 2019
CAN: Constrained Attention Networks for Multi-Aspect Sentiment Analysis Mengting Hu Shiwan Zhao Li Zhang Keke Cai Zhong Su Renhong Cheng Xiaowei Shen 23 84 0 27 Dec 2018
Symbolic inductive bias for visually grounded learning of spoken language Grzegorz Chrupała 22 28 0 21 Dec 2018
Learning acoustic word embeddings with phonetically associated triplet network Hyungjun Lim Yu Li Yongdong Zhang Junbo Guo Jintao Li 6 5 0 07 Nov 2018
Phonetic-and-Semantic Embedding of Spoken Words with Applications in Spoken Content Retrieval Yi-Chen Chen Sung-Feng Huang Chia-Hao Shen Hung-yi Lee Lin-Shan Lee 46 37 0 21 Jul 2018
Hierarchical Multi Task Learning With CTC Ramon Sanabria Florian Metze 19 50 0 18 Jul 2018
Hierarchical Multitask Learning for CTC-based Speech Recognition Kalpesh Krishna Shubham Toshniwal Karen Livescu 19 44 0 17 Jul 2018
Pseudo-task Augmentation: From Deep Multitask Learning to Intratask Sharing---and Back Elliot Meyerson Risto Miikkulainen 25 45 0 11 Mar 2018
Tied Multitask Learning for Neural Speech Translation Antonios Anastasopoulos David Chiang 102 172 0 19 Feb 2018