Title
Audio-FLAN: A Preliminary Release Liumeng Xue Ziya Zhou J. Pan Z. Li Shuai Fan ... Haohe Liu Emmanouil Benetos Ge Zhang Yike Guo Wei Xue MLLM AuLLM CLIP VLM 57 1 0 23 Feb 2025
WhisperMask: A Noise Suppressive Mask-Type Microphone for Whisper Speech Hirotaka Hiraki Shusuke Kanazawa Takahiro Miura Manabu Yoshida Masaaki Mochimaru Jun Rekimoto 29 4 0 22 Aug 2024
CORN: Co-Trained Full- And No-Reference Speech Quality Assessment Pranay Manocha Donald Williamson Adam Finkelstein 13 2 0 13 Oct 2023
DCCRN-KWS: an audio bias based model for noise robust small-footprint keyword spotting Shubo Lv Xiong Wang Sining Sun Long Ma Linfu Xie 35 5 0 21 May 2023
Neural Speech Enhancement with Very Low Algorithmic Latency and Complexity via Integrated Full- and Sub-Band Modeling Zhongqiu Wang Samuele Cornell Shukjae Choi Younglo Lee Byeonghak Kim Shinji Watanabe AI4TS 15 10 0 18 Apr 2023
DeFT-AN: Dense Frequency-Time Attentive Network for Multichannel Speech Enhancement Dongheon Lee Jung-Woo Choi 27 25 0 15 Dec 2022
TridentSE: Guiding Speech Enhancement with 32 Global Tokens Dacheng Yin Zhiyuan Zhao Chuanxin Tang Zhiwei Xiong Chong Luo 25 14 0 24 Oct 2022
Augmentation Invariant Discrete Representation for Generative Spoken Language Modeling Itai Gat Felix Kreuk Tu Nguyen Ann Lee Jade Copet Gabriel Synnaeve Emmanuel Dupoux Yossi Adi 30 11 0 30 Sep 2022
Speech Enhancement with Perceptually-motivated Optimization and Dual Transformations Xucheng Wan Kai Liu Z.C. Du Huan Zhou 10 0 0 24 Sep 2022
PodcastMix: A dataset for separating music and speech in podcasts Nico M. Schmidt Jordi Pons M. Miron 19 2 0 15 Jul 2022
SAQAM: Spatial Audio Quality Assessment Metric Pranay Manocha Anurag Kumar Buye Xu Anjali Menon I. D. Gebru V. Ithapu P. Calamia 9 9 0 24 Jun 2022
To Dereverb Or Not to Dereverb? Perceptual Studies On Real-Time Dereverberation Targets J. Valin Ritwik Giri Shrikant Venkataramani Umut Isik A. Krishnaswamy 13 2 0 16 Jun 2022
STFT-Domain Neural Speech Enhancement with Very Low Algorithmic Latency Zhong-Qiu Wang G. Wichern Shinji Watanabe Jonathan Le Roux 19 36 0 21 Apr 2022
Low-latency Monaural Speech Enhancement with Deep Filter-bank Equalizer C. Zheng Wenzhe Liu Andong Li Yuxuan Ke Xiaodong Li 17 12 0 14 Feb 2022
HGCN: Harmonic gated compensation network for speech enhancement Tianrui Wang Weibin Zhu Yingying Gao Junlan Feng Shilei Zhang 27 22 0 30 Jan 2022
Deep Noise Suppression Maximizing Non-Differentiable PESQ Mediated by a Non-Intrusive PESQNet Ziyi Xu Maximilian Strake Tim Fingscheidt 19 13 0 06 Nov 2021
MusicNet: Compact Convolutional Neural Network for Real-time Background Music Detection Chandan K. A. Reddy Vishak Gopa Harishchandra Dubey Sergiy Matusevych Ross Cutler R. Aichner 18 0 0 08 Oct 2021
End-to-End Complex-Valued Multidilated Convolutional Neural Network for Joint Acoustic Echo Cancellation and Noise Suppression Karn N. Watcharasupat Thi Ngoc Tho Nguyen W. Gan Shengkui Zhao Bin Ma 30 12 0 02 Oct 2021
NORESQA: A Framework for Speech Quality Assessment using Non-Matching References Pranay Manocha Buye Xu Anurag Kumar 29 44 0 16 Sep 2021
Incorporating Real-world Noisy Speech in Neural-network-based Speech Enhancement Systems Yangyang Xia Buye Xu Anurag Kumar 13 7 0 11 Sep 2021
Task-aware Warping Factors in Mask-based Speech Enhancement Qiongqiong Wang Kong Aik Lee Takafumi Koshinaka K. Okabe Hitoshi Yamamoto 22 3 0 27 Aug 2021
Perceptual-based deep-learning denoiser as a defense against adversarial attacks on ASR systems Anirudh Sreeram Nicholas Mehlman Raghuveer Peri D. Knox Shrikanth Narayanan 23 5 0 12 Jul 2021
DPLM: A Deep Perceptual Spatial-Audio Localization Metric Pranay Manocha Anurag Kumar Buye Xu Anjali Menon I. D. Gebru V. Ithapu P. Calamia 18 10 0 29 May 2021
Self-attending RNN for Speech Enhancement to Improve Cross-corpus Generalization Ashutosh Pandey DeLiang Wang 17 39 0 26 May 2021
DPT-FSNet: Dual-path Transformer Based Full-band and Sub-band Fusion Network for Speech Enhancement Feng Dang Hangting Chen Pengyuan Zhang 76 96 0 27 Apr 2021
Complex Spectral Mapping With Attention Based Convolution Recurrent Neural Network for Speech Enhancement Liming Zhou Yongyu Gao Ziluo Wang Jiwei Li Wenbin Zhang 17 16 0 12 Apr 2021
CDPAM: Contrastive learning for perceptual audio similarity Pranay Manocha Zeyu Jin Richard Y. Zhang Adam Finkelstein 19 68 0 09 Feb 2021
Real-time Monaural Speech Enhancement With Short-time Discrete Cosine Transform Qinglong Li Fei Gao Haixing Guan Kaichi Ma 22 23 0 09 Feb 2021
Towards efficient models for real-time deep noise suppression Sebastian Braun H. Gamper Chandan K. A. Reddy I. Tashev 15 104 0 22 Jan 2021
IEEE SLT 2021 Alpha-mini Speech Challenge: Open Datasets, Tracks, Rules and Baselines Yihui Fu Zhuoyuan Yao Weipeng He Jian Wu Xiong Wang ... Lei Xie Dongyan Huang Hui Bu P. Motlícek J. Odobez 22 2 0 04 Nov 2020
DESNet: A Multi-channel Network for Simultaneous Speech Dereverberation, Enhancement and Separation Yihui Fu Jian Wu Yanxin Hu Mengtao Xing Lei Xie 14 23 0 04 Nov 2020
FullSubNet: A Full-Band and Sub-Band Fusion Model for Real-Time Single-Channel Speech Enhancement Xiang Hao Xiangdong Su Radu Horaud Xiaofei Li 14 194 0 29 Oct 2020
PoCoNet: Better Speech Enhancement with Frequency-Positional Embeddings, Semi-Supervised Conversational Data, and Biased Loss Umut Isik Ritwik Giri Neerad Phansalkar J. Valin Karim Helwani A. Krishnaswamy 15 83 0 11 Aug 2020
A Pyramid Recurrent Network for Predicting Crowdsourced Speech-Quality Ratings of Real-World Signals Xuan Dong Donald Williamson 22 20 0 31 Jul 2020
DNN No-Reference PSTN Speech Quality Prediction Gabriel Mittag Ross Cutler Yasaman Hosseinkashi M. Revow Sriram Srinivasan Naglakshmi Chande R. Aichner 13 24 0 29 Jul 2020
Sequence to Multi-Sequence Learning via Conditional Chain Mapping for Mixture Signals Jing Shi Xuankai Chang Pengcheng Guo Shinji Watanabe Yusuke Fujita Jiaming Xu Bo Xu Lei Xie 28 21 0 25 Jun 2020
CLC: Complex Linear Coding for the DNS 2020 Challenge Hendrik Schröter T. Rosenkranz Alberto N. Escalante Andreas Maier 13 3 0 23 Jun 2020
Real Time Speech Enhancement in the Waveform Domain Alexandre Défossez Gabriel Synnaeve Yossi Adi 22 443 0 23 Jun 2020
Boosting Objective Scores of a Speech Enhancement Model by MetricGAN Post-processing Szu-Wei Fu Chien-Feng Liao Tsun-An Hsieh Kuo-Hsuan Hung Syu-Siang Wang ... Ryandhimas E. Zezario You-Jin Li Shang-Yi Chuang Yen-Ju Lu Yu Tsao 19 6 0 18 Jun 2020
Phase-aware Single-stage Speech Denoising and Dereverberation with U-Net Hyeong-Seok Choi Hoon Heo Jie Hwan Lee Kyogu Lee 43 19 0 01 Jun 2020
Exploring the Best Loss Function for DNN-Based Low-latency Speech Enhancement with Temporal Convolutional Networks Yuichiro Koyama Tyler Vuong Stefan Uhlich Bhiksha Raj 16 41 0 23 May 2020
An Open source Implementation of ITU-T Recommendation P.808 with Validation Babak Naderi Ross Cutler 8 82 0 17 May 2020
Dual-Signal Transformation LSTM Network for Real-Time Noise Suppression Nils L. Westhausen B. Meyer 19 99 0 15 May 2020
The IOA System for Deep Noise Suppression Challenge using a Framework Combining Dynamic Attention and Recursive Learning Andong Li C. Zheng Renhua Peng Linjuan Cheng Xiaodong Li 8 0 0 12 May 2020
Online Monaural Speech Enhancement Using Delayed Subband LSTM Xiaofei Li Radu Horaud 13 24 0 11 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 24 151 0 08 May 2020
Weighted Speech Distortion Losses for Neural-network-based Real-time Speech Enhancement Yangyang Xia Sebastian Braun Chandan K. A. Reddy Harishchandra Dubey Ross Cutler I. Tashev 29 119 0 28 Jan 2020
A scalable noisy speech dataset and online subjective test framework Chandan K. A. Reddy Ebrahim Beyrami Jamie Pool Ross Cutler Sriram Srinivasan J. Gehrke 72 143 0 17 Sep 2019