Awesome Papers

Papers

Conv-tasnet: Surpassing Ideal Time-frequency Magnitude Masking For Speech Separation (2018)
Yi Luo, Nima Mesgarani
24.08
Wavlm: Large-scale Self-supervised Pre-training For Full Stack Speech Processing (2021)
Sanyuan Chen, Chengyi Wang, Zhengyang Chen, et al.
24.00
Espnet-tts: Unified, Reproducible, And Integratable Open Source End-to-end Text-to-speech Toolkit (2019)
Tomoki Hayashi, Ryuichi Yamamoto, Katsuki Inoue, et al.
23.32
Dual-path RNN: Efficient Long Sequence Modeling For Time-domain Single-channel Speech Separation (2019)
Yi Luo, Zhuo Chen, Takuya Yoshioka
21.06
State-of-the-art Speech Recognition With Sequence-to-sequence Models (2017)
Chung-Cheng Chiu, Tara N. Sainath, Yonghui Wu, et al.
21.01
Multi-talker Speech Separation With Utterance-level Permutation Invariant Training Of Deep Recurrent Neural Networks (2017)
Morten Kolbæk, Dong Yu, Zheng-Hua Tan, et al.
20.90
Attention Is All You Need In Speech Separation (2020)
Cem Subakan, Mirco Ravanelli, Samuele Cornell, et al.
20.59
Joint Ctc-attention Based End-to-end Speech Recognition Using Multi-task Learning (2016)
Suyoun Kim, Takaaki Hori, Shinji Watanabe
20.43
Tasnet: Time-domain Audio Separation Network For Real-time, Single-channel Speech Separation (2017)
Yi Luo, Nima Mesgarani
20.16
A Comparative Study On Transformer Vs RNN In Speech Applications (2019)
Shigeki Karita, Nanxin Chen, Tomoki Hayashi, et al.
20.07
Neural Speech Synthesis With Transformer Network (2018)
Naihan Li, Shujie Liu, Yanqing Liu, et al.
19.95
Unsupervised Cross-lingual Representation Learning For Speech Recognition (2020)
Alexis Conneau, Alexei Baevski, Ronan Collobert, et al.
18.91
Light Gated Recurrent Units For Speech Recognition (2018)
Mirco Ravanelli, Philemon Brakel, Maurizio Omologo, et al.
18.90
Streaming End-to-end Speech Recognition For Mobile Devices (2018)
Yanzhang He, Tara N. Sainath, Rohit Prabhavalkar, et al.
18.87
Espnet-se++: Speech Enhancement For Robust Speech Recognition, Translation, And Understanding (2022)
Yen-Ju Lu, Xuankai Chang, Chenda Li, et al.
18.72
Recent Advances In End-to-end Automatic Speech Recognition (2021)
Jinyu Li
18.62
Transformer Transducer: A Streamable Speech Recognition Model With Transformer Encoders And RNN-T Loss (2020)
Qian Zhang, Han Lu, Hasim Sak, et al.
18.58
Dual-path Transformer Network: Direct Context-aware Modeling For End-to-end Monaural Speech Separation (2020)
Jingjing Chen, Qirong Mao, Dong Liu
18.24
The 2020 Espnet Update: New Features, Broadened Applications, Performance Improvements, And Future Plans (2020)
Shinji Watanabe, Florian Boyer, Xuankai Chang, et al.
18.20
Amphion: An Open-source Audio, Music And Speech Generation Toolkit (2023)
Xueyao Zhang, Liumeng Xue, Yicheng Gu, et al.
18.19
Asvspoof 2021: Towards Spoofed And Deepfake Speech Detection In The Wild (2022)
Xuechen Liu, Xin Wang, Md Sahidullah, et al.
17.95
Deep Learning Enabled Semantic Communications With Speech Recognition And Synthesis (2022)
Zhenzi Weng, Zhijin Qin, Xiaoming Tao, et al.
17.85
W2v-bert: Combining Contrastive Learning And Masked Language Modeling For Self-supervised Speech Pre-training (2021)
Yu-An Chung, Yu Zhang, Wei Han, et al.
17.78
Wenet: Production Oriented Streaming And Non-streaming End-to-end Speech Recognition Toolkit (2021)
Zhuoyuan Yao, di Wu, Xiong Wang, et al.
17.27
Contextnet: Improving Convolutional Neural Networks For Automatic Speech Recognition With Global Context (2020)
Wei Han, Zhengdong Zhang, Yu Zhang, et al.
17.24
Speaker-independent Speech Separation With Deep Attractor Network (2017)
Yi Luo, Zhuo Chen, Nima Mesgarani
16.84
Attention-based Audio-visual Fusion For Robust Automatic Speech Recognition (2018)
George Sterpu, Christian Saam, Naomi Harte
16.67
Automatic Speech Recognition Using Advanced Deep Learning Approaches: A Survey (2024)
Hamza Kheddar, Mustapha Hemis, Yassine Himeur
16.63
Speech Emotion Recognition With Global-aware Fusion On Multi-scale Feature Representation (2022)
Wenjing Zhu, Xiang Li
16.53
Advances In Joint Ctc-attention Based End-to-end Speech Recognition With A Deep CNN Encoder And RNN-LM (2017)
Takaaki Hori, Shinji Watanabe, Yu Zhang, et al.
16.49
Adversarial Attacks Against Automatic Speech Recognition Systems Via Psychoacoustic Hiding (2018)
Lea Schönherr, Katharina Kohls, Steffen Zeiler, et al.
16.45
Prompting The Hidden Talent Of Web-scale Speech Models For Zero-shot Task Generalization (2023)
Puyuan Peng, Brian Yan, Shinji Watanabe, et al.
16.38
Replay And Synthetic Speech Detection With Res2net Architecture (2020)
Xu Li, Na Li, Chao Weng, et al.
16.32
Transformer-based Acoustic Modeling For Hybrid Speech Recognition (2019)
Yongqiang Wang, Abdelrahman Mohamed, Duc Le, et al.
16.30
Exploring Architectures, Data And Units For Streaming End-to-end Speech Recognition With Rnn-transducer (2018)
Kanishka Rao, Haşim Sak, Rohit Prabhavalkar
16.21
Speech Emotion Recognition With Co-attention Based Multi-level Acoustic Information (2022)
Heqing Zou, Yuke Si, Chen Chen, et al.
16.17
Whispering Llama: A Cross-modal Generative Error Correction Framework For Speech Recognition (2023)
Srijith Radhakrishnan, Chao-Han Huck Yang, Sumeer Ahmad Khan, et al.
16.15
Exploring Speech Enhancement With Generative Adversarial Networks For Robust Speech Recognition (2017)
Chris Donahue, Bo Li, Rohit Prabhavalkar
16.14
Wenetspeech: A 10000+ Hours Multi-domain Mandarin Corpus For Speech Recognition (2021)
Binbin Zhang, Hang Lv, Pengcheng Guo, et al.
16.12
WHAMR!: Noisy And Reverberant Single-channel Speech Separation (2019)
Matthew MacIejewski, Gordon Wichern, Emmett McQuinn, et al.
16.10
Multilingual Speech Recognition With A Single End-to-end Model (2017)
Shubham Toshniwal, Tara N. Sainath, Ron J. Weiss, et al.
16.05
T-GSA: Transformer With Gaussian-weighted Self-attention For Speech Enhancement (2019)
Jaeyoung Kim, Mostafa El-Khamy, Jungwon Lee
15.95
Visqol V3: An Open Source Production Ready Objective Speech And Audio Metric (2020)
Michael Chinen, Felicia S. C. Lim, Jan Skoglund, et al.
15.83
Speech Emotion Recognition With Dual-sequence LSTM Architecture (2019)
Jianyou Wang, Michael Xue, Ryan Culhane, et al.
15.78
Bigssl: Exploring The Frontier Of Large-scale Semi-supervised Learning For Automatic Speech Recognition (2021)
Yu Zhang, Daniel S. Park, Wei Han, et al.
15.73
Deep Context: End-to-end Contextual Speech Recognition (2018)
Golan Pundak, Tara N. Sainath, Rohit Prabhavalkar, et al.
15.57
Self-training For End-to-end Speech Recognition (2019)
Jacob Kahn, Ann Lee, Awni Hannun
15.48
Personalized Speech Recognition On Mobile Devices (2016)
Ian McGraw, Rohit Prabhavalkar, Raziel Alvarez, et al.
15.37
Neural Speech Recognizer: Acoustic-to-word LSTM Model For Large Vocabulary Speech Recognition (2016)
Hagen Soltau, Hank Liao, Hasim Sak
15.16
Direct Speech-to-speech Translation With A Sequence-to-sequence Model (2019)
Ye Jia, Ron J. Weiss, Fadi Biadsy, et al.
15.13