DF-Conformer: Integrated architecture of Conv-TasNet and Conformer using linear complexity self-attention for speech enhancement

30 June 2021

Papers citing "DF-Conformer: Integrated architecture of Conv-TasNet and Conformer using linear complexity self-attention for speech enhancement"

28 / 28 papers shown

Title
Miipher-2: A Universal Speech Restoration Model for Million-Hour Scale Data Restoration Shigeki Karita Yuma Koizumi Heiga Zen Haruko Ishikawa Robin Scheibler M. Bacchiani VLM 332 1 0 07 May 2025
ICASSP 2022 Deep Noise Suppression Challenge Harishchandra Dubey Vishak Gopal Ross Cutler Chandan K. A. Reddy Sergiy Matusevych ... Sefik Emre Eskimez Manthan Thakker Sriram Srinivasan H. Gamper R. Aichner 50 191 0 27 Feb 2022
End-to-End Diarization for Variable Number of Speakers with Local-Global Networks and Discriminative Speaker Embeddings Soumi Maiti Hakan Erdogan K. Wilson Scott Wisdom Shinji Watanabe J. Hershey 41 22 0 05 May 2021
TSTNN: Two-stage Transformer based Neural Network for Speech Enhancement in the Time Domain Kai Wang Bengbeng He Weiping Zhu 53 168 0 18 Mar 2021
Towards efficient models for real-time deep noise suppression Sebastian Braun H. Gamper Chandan K. A. Reddy I. Tashev 42 108 0 22 Jan 2021
Ultra-Lightweight Speech Separation via Group Communication Yi Luo Cong Han N. Mesgarani VLM 43 30 0 17 Nov 2020
ESPnet-se: end-to-end speech enhancement and separation toolkit designed for asr integration Chenda Li Jing Shi Wangyou Zhang Aswin Shanmugam Subramanian Xuankai Chang ... Moto Hira Tomoki Hayashi Christoph Boeddeker Zhuo Chen Shinji Watanabe VLM 71 82 0 07 Nov 2020
Into the Wild with AudioScope: Unsupervised Audio-Visual Separation of On-Screen Sounds Efthymios Tzinis Scott Wisdom A. Jansen Shawn Hershey Tal Remez D. Ellis J. Hershey 65 71 0 02 Nov 2020
Attention is All You Need in Speech Separation Cem Subakan Mirco Ravanelli Samuele Cornell Mirko Bronzi Jianyuan Zhong 81 552 0 25 Oct 2020
Rethinking Attention with Performers K. Choromanski Valerii Likhosherstov David Dohan Xingyou Song Andreea Gane ... Afroz Mohiuddin Lukasz Kaiser David Belanger Lucy J. Colwell Adrian Weller 161 1,548 0 30 Sep 2020
Efficient Transformers: A Survey Yi Tay Mostafa Dehghani Dara Bahri Donald Metzler VLM 144 1,111 0 14 Sep 2020
Continuous Speech Separation with Conformer Sanyuan Chen Yu-Huan Wu Zhuo Chen Jian Wu Jinyu Li Takuya Yoshioka Chengyi Wang Shujie Liu M. Zhou 47 126 0 13 Aug 2020
Dual-Path Transformer Network: Direct Context-Aware Modeling for End-to-End Monaural Speech Separation Jing-jing Chen Qi-rong Mao Dong Liu 73 285 0 28 Jul 2020
Transformers are RNNs: Fast Autoregressive Transformers with Linear Attention Angelos Katharopoulos Apoorv Vyas Nikolaos Pappas Franccois Fleuret 155 1,734 0 29 Jun 2020
Conformer: Convolution-augmented Transformer for Speech Recognition Anmol Gulati James Qin Chung-Cheng Chiu Niki Parmar Yu Zhang ... Wei Han Shibo Wang Zhengdong Zhang Yonghui Wu Ruoming Pang 205 3,082 0 16 May 2020
Asteroid: the PyTorch-based audio source separation toolkit for researchers Manuel Pariente Samuele Cornell Joris Cosentino S. Sivasankaran Efthymios Tzinis ... Juan M. Martín-Donas David Ditter Ariel Frank Antoine Deleforge Emmanuel Vincent 56 155 0 08 May 2020
Improving noise robust automatic speech recognition with single-channel time-domain enhancement network K. Kinoshita Tsubasa Ochiai Marc Delcroix Tomohiro Nakatani 40 97 0 09 Mar 2020
Speech Enhancement using Self-Adaptation and Multi-Head Self-Attention Yuma Koizumi Kohei Yatabe Marc Delcroix Yoshiki Masuyama Daiki Takeuchi 43 125 0 14 Feb 2020
Filterbank design for end-to-end speech separation Manuel Pariente Samuele Cornell Antoine Deleforge Emmanuel Vincent 54 69 0 23 Oct 2019
Universal Sound Separation Ilya Kavalerov Scott Wisdom Hakan Erdogan Brian Patton K. Wilson Jonathan Le Roux J. Hershey 44 185 0 08 May 2019
Differentiable Consistency Constraints for Improved Deep Speech Enhancement Scott Wisdom J. Hershey K. Wilson J. Thorpe Michael Chinen Brian Patton Rif A. Saurous 38 119 0 20 Nov 2018
SDR - half-baked or well done? F. Sánchez-Martínez M. Esplà-Gomis Hakan Erdogan J. Hershey 136 1,180 0 06 Nov 2018
DNN-based Source Enhancement to Increase Objective Sound Quality Assessment Score Yuma Koizumi Kenta Niwa Yusuke Hioka Kazunori Kobayashi Y. Haneda 26 63 0 22 Oct 2018
Conv-TasNet: Surpassing Ideal Time-Frequency Magnitude Masking for Speech Separation Yi Luo N. Mesgarani 136 1,772 0 20 Sep 2018
The Conversation: Deep Audio-Visual Speech Enhancement Triantafyllos Afouras Joon Son Chung Andrew Zisserman 72 360 0 11 Apr 2018
Supervised Speech Separation Based on Deep Learning: An Overview DeLiang Wang Jitong Chen SSL 66 1,359 0 24 Aug 2017
Attention Is All You Need Ashish Vaswani Noam M. Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan Gomez Lukasz Kaiser Illia Polosukhin 3DV 526 129,831 0 12 Jun 2017
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 1.2K 149,474 0 22 Dec 2014