RealMAN: A Real-Recorded and Annotated Microphone Array Dataset for Dynamic Speech Enhancement and Localization

28 June 2024

Yabo Wang

Xiaofei Li

Papers citing "RealMAN: A Real-Recorded and Annotated Microphone Array Dataset for Dynamic Speech Enhancement and Localization"

27 / 27 papers shown

Title
IPDnet: A Universal Direct-Path IPD Estimation Network for Sound Source Localization Ya-Bin Wang Bing Yang Xiaofei Li 94 1 0 11 May 2024
Speaker Distance Estimation in Enclosures from Single-Channel Audio M. Neri Archontis Politis D. Krause Marco Carli Tuomas Virtanen 61 11 0 26 Mar 2024
Self-Supervised Learning of Spatial Acoustic Representation with Cross-Channel Signal Reconstruction and Multi-Channel Conformer Bing Yang Xiaofei Li SSL 98 3 0 01 Dec 2023
SpatialNet: Extensively Learning Spatial Information for Multichannel Joint Speech Separation, Denoising and Dereverberation Changsheng Quan Xiaofei Li 39 42 0 31 Jul 2023
STARSS23: An Audio-Visual Dataset of Spatial Recordings of Real Scenes with Spatiotemporal Annotations of Sound Events Kazuki Shimada Archontis Politis Parthasaarathy Sudarsanam D. Krause Kengo Uchida ... Yuichiro Koyama Naoya Takahashi Shusuke Takahashi Tuomas Virtanen Yuki Mitsufuji 95 41 0 15 Jun 2023
How to (virtually) train your speaker localizer Prerak Srivastava Antoine Deleforge Archontis Politis Emmanuel Vincent 96 6 0 30 Nov 2022
TF-GridNet: Integrating Full- and Sub-Band Modeling for Speech Separation Zhongqiu Wang Samuele Cornell Shukjae Choi Younglo Lee Byeonghak Kim Shinji Watanabe 91 137 0 22 Nov 2022
Realistic sources, receivers and walls improve the generalisability of virtually-supervised blind acoustic parameter estimators Prerak Srivastava Antoine Deleforge Emmanuel Vincent 54 14 0 19 Jul 2022
STARSS22: A dataset of spatial recordings of real scenes with spatiotemporal annotations of sound events Archontis Politis Kazuki Shimada Parthasaarathy Sudarsanam Sharath Adavanne D. Krause Yuichiro Koyama Naoya Takahashi Shusuke Takahashi Yuki Mitsufuji Tuomas Virtanen 126 63 0 04 Jun 2022
GWA: A Large High-Quality Acoustic Dataset for Audio Processing Zhenyu Tang R. Aralikatti Anton Ratnarajah Tianyi Zhou 90 33 0 04 Apr 2022
SRP-DNN: Learning Direct-Path Phase Difference for Multiple Moving Sound Source Localization Bing Yang Hong Liu Xiaofei Li 79 20 0 16 Feb 2022
Learning Deep Direct-Path Relative Transfer Function for Binaural Sound Source Localization Bing Yang Hong Liu Xiaofei Li 36 22 0 16 Feb 2022
M2MeT: The ICASSP 2022 Multi-Channel Multi-Party Meeting Transcription Challenge Fan Yu Shiliang Zhang Yihui Fu Lei Xie Siqi Zheng ... Pengcheng Guo Zhijie Yan B. Ma Xin Xu Hui Bu 53 119 0 14 Oct 2021
WenetSpeech: A 10000+ Hours Multi-domain Mandarin Corpus for Speech Recognition Binbin Zhang Hang Lv Pengcheng Guo Qijie Shao Chao Yang ... Hui Bu Xiaoyu Chen Chenchen Zeng Di Wu Zhendong Peng 68 231 0 07 Oct 2021
DNSMOS P.835: A Non-Intrusive Perceptual Objective Speech Quality Metric to Evaluate Noise Suppressors Chandan K. A. Reddy Vishak Gopal Ross Cutler 83 226 0 05 Oct 2021
A Survey of Sound Source Localization with Deep Learning Methods Pierre-Amaury Grumiaux Srdjan Kitić Laurent Girin Alexandre Guérin 59 253 0 08 Sep 2021
Microphone Array Generalization for Multichannel Narrowband Deep Speech Enhancement Siyuan Zhang Xiaofei Li 67 16 0 27 Jul 2021
Improved feature extraction for CRNN-based multiple sound source localization Pierre-Amaury Grumiaux Srdan Kitic Laurent Girin Alexandre Guérin 28 23 0 05 May 2021
dEchorate: a Calibrated Room Impulse Response Database for Echo-aware Signal Processing Diego Di Carlo Pinchas Tandeitnik C´edric Foy Antoine Deleforge N. Bertin Sharon Gannot 62 32 0 27 Apr 2021
AISHELL-4: An Open Source Dataset for Speech Enhancement, Separation, Recognition and Speaker Diarization in Conference Scenario Yihui Fu Luyao Cheng Shubo Lv Yukai Jv Yuxiang Kong ... Jian Wu Hui Bu Xin Xu Jun Du Jingdong Chen 58 98 0 08 Apr 2021
A Dataset of Reverberant Spatial Sound Scenes with Moving Sources for Sound Event Localization and Detection Archontis Politis Sharath Adavanne Tuomas Virtanen 52 109 0 02 Jun 2020
Continuous speech separation: dataset and analysis Zhuo Chen Takuya Yoshioka Liang Lu Tianyan Zhou Zhong Meng Yi Luo Jian Wu Xiong Xiao Jinyu Li 71 216 0 30 Jan 2020
End-to-end Microphone Permutation and Number Invariant Multi-channel Speech Separation Yi Luo Zhuo Chen N. Mesgarani Takuya Yoshioka 51 180 0 30 Oct 2019
SDR - half-baked or well done? F. Sánchez-Martínez M. Esplà-Gomis Hakan Erdogan J. Hershey 151 1,202 0 06 Nov 2018
gpuRIR: A Python Library for Room Impulse Response Simulation with GPU Acceleration David Diaz-Guerra A. Miguel J. R. Beltrán 89 127 0 26 Oct 2018
The fifth 'CHiME' Speech Separation and Recognition Challenge: Dataset, task and baselines Jon Barker Shinji Watanabe Emmanuel Vincent J. Trmal 59 685 0 28 Mar 2018
Supervised Speech Separation Based on Deep Learning: An Overview DeLiang Wang Jitong Chen SSL 77 1,373 0 24 Aug 2017