Title
Transformer-based ASR Incorporating Time-reduction Layer and Fine-tuning with Self-Knowledge Distillation Md. Akmal Haidar Chao Xing Mehdi Rezagholizadeh 21 7 0 17 Mar 2021
AISPEECH-SJTU accent identification system for the Accented English Speech Recognition Challenge Houjun Huang Xu Xiang Yexin Yang Rao Ma Y. Qian 11 25 0 19 Feb 2021
NoiseQA: Challenge Set Evaluation for User-Centric Question Answering Abhilasha Ravichander Siddharth Dalmia Maria Ryskina Florian Metze Eduard H. Hovy A. Black ELM 21 32 0 16 Feb 2021
Deep Learning based Multi-Source Localization with Source Splitting and its Effectiveness in Multi-Talker Speech Recognition Aswin Shanmugam Subramanian Chao Weng Shinji Watanabe Meng Yu Dong Yu 18 78 0 16 Feb 2021
UniSpeech: Unified Speech Representation Learning with Labeled and Unlabeled Data Chengyi Wang Yu-Huan Wu Yao Qian K. Kumatani Shujie Liu Furu Wei Michael Zeng Xuedong Huang OT SSL 32 112 0 19 Jan 2021
TaL: a synchronised multi-speaker corpus of ultrasound tongue imaging, audio, and lip videos M. Ribeiro Jennifer Sanger Jingxuan Zhang Aciel Eshky A. Wrench Korin Richmond Steve Renals LM&MA 11 33 0 19 Nov 2020
The SLT 2021 children speech recognition challenge: Open datasets, rules and baselines Fan Yu Zhuoyuan Yao Xiong Wang Keyu An Lei Xie Zhijian Ou Bo Liu Xiulin Li Guanqiong Miao 15 20 0 13 Nov 2020
Surrogate Source Model Learning for Determined Source Separation Robin Scheibler M. Togami 20 22 0 11 Nov 2020
Towards Semi-Supervised Semantics Understanding from Speech Cheng-I Jeff Lai Jin Cao S. Bodapati Shang-Wen Li SSL 19 7 0 11 Nov 2020
Data Augmentation For Children's Speech Recognition -- The "Ethiopian" System For The SLT 2021 Children Speech Recognition Challenge Guoguo Chen Xingyu Na Yongqing Wang Zhiyong Yan Junbo Zhang Sifan Ma Yujun Wang 27 19 0 09 Nov 2020
On the Usefulness of Self-Attention for Automatic Speech Recognition with Transformers Shucong Zhang Erfan Loweimi P. Bell Steve Renals 14 36 0 08 Nov 2020
Fine-grained Style Modeling, Transfer and Prediction in Text-to-Speech Synthesis via Phone-Level Content-Style Disentanglement Daxin Tan Tan Lee 19 21 0 08 Nov 2020
Recent Developments on ESPnet Toolkit Boosted by Conformer Pengcheng Guo Florian Boyer Xuankai Chang Tomoki Hayashi Yosuke Higuchi ... Jing Shi Shinji Watanabe Kun Wei Wangyou Zhang Yuekai Zhang 34 262 0 26 Oct 2020
Align-Refine: Non-Autoregressive Speech Recognition via Iterative Realignment Ethan A. Chi Julian Salazar Katrin Kirchhoff AI4TS 17 51 0 24 Oct 2020
Any-to-One Sequence-to-Sequence Voice Conversion using Self-Supervised Discrete Speech Representations Wen-Chin Huang Yi-Chiao Wu Tomoki Hayashi T. Toda BDL 39 37 0 23 Oct 2020
Lightweight End-to-End Speech Recognition from Raw Audio Data Using Sinc-Convolutions Ludwig Kurzinger Nicolas Lindae Palle Klewitz Gerhard Rigoll 19 5 0 15 Oct 2020
Representation Learning for Sequence Data with Deep Autoencoding Predictive Components Junwen Bai Weiran Wang Yingbo Zhou Caiming Xiong SSL AI4TS 27 12 0 07 Oct 2020
Multi-microphone Complex Spectral Mapping for Utterance-wise and Continuous Speech Separation Zhong-Qiu Wang Peidong Wang DeLiang Wang 17 88 0 04 Oct 2020
A Crowdsourced Open-Source Kazakh Speech Corpus and Initial Speech Recognition Baseline Yerbolat Khassanov Saida Mussakhojayeva A. Mirzakhmetov A. Adiyev Mukhamet Nurpeiissov H. A. Varol 6 30 0 22 Sep 2020
An Overview of Voice Conversion and its Challenges: From Statistical Modeling to Deep Learning Berrak Sisman Junichi Yamagishi Simon King Haizhou Li BDL 27 316 0 09 Aug 2020
Pretraining Techniques for Sequence-to-Sequence Voice Conversion Wen-Chin Huang Tomoki Hayashi Yi-Chiao Wu Hirokazu Kameoka T. Toda 19 38 0 07 Aug 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 16 6 0 31 Jul 2020
Robust Front-End for Multi-Channel ASR using Flow-Based Density Estimation Xiaoyuan Yi Hyeonseung Lee Wenhao Li Hyung Yong Kim Nam Soo Kim 9 22 0 25 Jul 2020
Speaker-Conditional Chain Model for Speech Separation and Extraction Jing Shi Jiaming Xu Yusuke Fujita Shinji Watanabe Bo Xu BDL 41 20 0 25 Jun 2020
Exploration of End-to-End ASR for OpenSTT -- Russian Open Speech-to-Text Dataset A. Andrusenko A. Laptev Ivan Medennikov VLM 16 12 0 15 Jun 2020
"Notic My Speech" -- Blending Speech Patterns With Multimedia Dhruva Sahrawat Yaman Kumar Singla Shashwat Aggarwal Yifang Yin R. Shah Roger Zimmermann 25 3 0 12 Jun 2020
Mask CTC: Non-Autoregressive End-to-End ASR with CTC and Mask Predict Yosuke Higuchi Shinji Watanabe Nanxin Chen Tetsuji Ogawa Tetsunori Kobayashi 17 137 0 18 May 2020
You Do Not Need More Data: Improving End-To-End Speech Recognition by Text-To-Speech Data Augmentation A. Laptev Roman Korostik A. Svischev A. Andrusenko Ivan Medennikov S. Rybin 16 61 0 14 May 2020
DiscreTalk: Text-to-Speech as a Machine Translation Problem Tomoki Hayashi Shinji Watanabe 19 32 0 12 May 2020
Improving noise robust automatic speech recognition with single-channel time-domain enhancement network K. Kinoshita Tsubasa Ochiai Marc Delcroix Tomohiro Nakatani 21 97 0 09 Mar 2020
CGCNN: Complex Gabor Convolutional Neural Network on raw speech Paul-Gauthier Noé Titouan Parcollet Mohamed Morchid 14 29 0 11 Feb 2020
End-to-End Multi-speaker Speech Recognition with Transformer Xuankai Chang Wangyou Zhang Y. Qian Jonathan Le Roux Shinji Watanabe ViT 22 103 0 10 Feb 2020
Accelerating RNN Transducer Inference via One-Step Constrained Beam Search Juntae Kim Yoonhan Lee 15 21 0 10 Feb 2020
End-to-End Automatic Speech Recognition Integrated With CTC-Based Voice Activity Detection Takenori Yoshimura Tomoki Hayashi K. Takeda Shinji Watanabe 21 49 0 03 Feb 2020
Deep Representation Learning in Speech Processing: Challenges, Recent Advances, and Future Trends S. Latif R. Rana Sara Khalifa Raja Jurdak Junaid Qadir Björn W. Schuller AI4TS 29 81 0 02 Jan 2020
End-to-end training of time domain audio separation and recognition Thilo von Neumann K. Kinoshita Lukas Drude Christoph Boeddeker Marc Delcroix Tomohiro Nakatani Reinhold Haeb-Umbach 19 34 0 18 Dec 2019
Multimodal Machine Translation through Visuals and Speech U. Sulubacak Ozan Caglayan Stig-Arne Gronroos Aku Rouhe Desmond Elliott Lucia Specia Jörg Tiedemann 46 72 0 28 Nov 2019
Deep Spiking Neural Networks for Large Vocabulary Automatic Speech Recognition Jibin Wu Emre Yilmaz Malu Zhang Haizhou Li Kay Chen Tan 25 104 0 19 Nov 2019
Meta Learning for End-to-End Low-Resource Speech Recognition Jui-Yang Hsu Yuan-Jui Chen Hung-yi Lee 22 103 0 26 Oct 2019
Towards Online End-to-end Transformer Automatic Speech Recognition E. Tsunoo Yosuke Kashiwagi Toshiyuki Kumakura Shinji Watanabe 22 32 0 25 Oct 2019
ESPnet-TTS: Unified, Reproducible, and Integratable Open Source End-to-End Text-to-Speech Toolkit Tomoki Hayashi Ryuichi Yamamoto Katsuki Inoue Takenori Yoshimura Shinji Watanabe T. Toda K. Takeda Yu Zhang Xu Tan VLM 23 201 0 24 Oct 2019
Discriminative Neural Clustering for Speaker Diarisation Qiujia Li Florian Kreyssig Chao Zhang P. Woodland 11 44 0 22 Oct 2019
Transformer ASR with Contextual Block Processing E. Tsunoo Yosuke Kashiwagi Toshiyuki Kumakura Shinji Watanabe 51 64 0 16 Oct 2019
Automatic Lyrics Alignment and Transcription in Polyphonic Music: Does Background Music Help? Chitralekha Gupta Emre Yilmaz Haizhou Li 19 14 0 23 Sep 2019
A Comparative Study on Transformer vs RNN in Speech Applications Shigeki Karita Nanxin Chen Tomoki Hayashi Takaaki Hori H. Inaguma ... Ryuichi Yamamoto Xiao-fei Wang Shinji Watanabe Takenori Yoshimura Wangyou Zhang 23 716 0 13 Sep 2019
IMS-Speech: A Speech to Text Tool Pavel Denisov Ngoc Thang Vu 8 11 0 13 Aug 2019
CIF: Continuous Integrate-and-Fire for End-to-End Speech Recognition Linhao Dong Bo Xu 24 125 0 27 May 2019
Acoustic-to-Word Models with Conversational Context Information Suyoun Kim Florian Metze 14 7 0 21 May 2019
Semi-supervised Sequence-to-sequence ASR using Unpaired Speech and Text M. Baskar Shinji Watanabe Ramón Fernández Astudillo Takaaki Hori L. Burget J. Černocký 20 42 0 30 Apr 2019
Pretraining by Backtranslation for End-to-end ASR in Low-Resource Settings Matthew Wiesner Adithya Renduchintala Shinji Watanabe Shuoyang Ding Najim Dehak Sanjeev Khudanpur 13 32 0 10 Dec 2018