Microphone Array Signal Processing and Deep Learning for Speech Enhancement

13 January 2025

Papers citing "Microphone Array Signal Processing and Deep Learning for Speech Enhancement"

20 / 20 papers shown

Title
Project Aria: A New Tool for Egocentric Multi-Modal AI Research Jakob Engel Kiran Somasundaram Michael Goesele Albert Sun Alexander Gamino ... Zijian Wang Mingfei Yan Carl Ren R. D. Nardi Richard Newcombe EgoV 129 99 0 24 Aug 2023
The CHiME-7 DASR Challenge: Distant Meeting Transcription with Multiple Devices in Diverse Scenarios Samuele Cornell Sanjeev Khudanpur Shinji Watanabe Desh Raj Xuankai Chang ... Matthew Maciejewski Yoshiki Masuyama Zhong-Qiu Wang S. Squartini Sanjeev Khudanpur 79 60 0 23 Jun 2023
Towards Unified All-Neural Beamforming for Time and Frequency Domain Speech Separation Rongzhi Gu Shi-Xiong Zhang Yuexian Zou Dong Yu AI4TS 61 25 0 16 Dec 2022
TF-GridNet: Integrating Full- and Sub-Band Modeling for Speech Separation Zhongqiu Wang Samuele Cornell Shukjae Choi Younglo Lee Byeonghak Kim Shinji Watanabe 95 138 0 22 Nov 2022
Insights Into Deep Non-linear Filters for Improved Multi-channel Speech Enhancement Kristina Tesch Timo Gerkmann 71 62 0 27 Jun 2022
Mask-based Neural Beamforming for Moving Speakers with Self-Attention-based Tracking Tsubasa Ochiai Marc Delcroix Tomohiro Nakatani S. Araki 26 20 0 07 May 2022
VarArray: Array-Geometry-Agnostic Continuous Speech Separation Takuya Yoshioka Xiaofei Wang Dongmei Wang M. Tang Zirun Zhu Zhuo Chen Naoyuki Kanda 63 37 0 12 Oct 2021
Blind and neural network-guided convolutional beamformer for joint denoising, dereverberation, and source separation Tomohiro Nakatani Rintaro Ikeshita K. Kinoshita H. Sawada S. Araki 55 19 0 04 Aug 2021
Convolutive Transfer Function Invariant SDR training criteria for Multi-Channel Reverberant Speech Separation Christoph Boeddeker Wangyou Zhang Tomohiro Nakatani K. Kinoshita Tsubasa Ochiai Marc Delcroix Naoyuki Kamo Y. Qian Reinhold Haeb-Umbach 57 30 0 30 Nov 2020
Multi-microphone Complex Spectral Mapping for Utterance-wise and Continuous Speech Separation Zhong-Qiu Wang Peidong Wang DeLiang Wang 54 90 0 04 Oct 2020
Target-Speaker Voice Activity Detection: a Novel Approach for Multi-Speaker Diarization in a Dinner Party Scenario Ivan Medennikov M. Korenevsky Tatiana Prisyach Yuri Y. Khokhlov Mariya Korenevskaya ... Anton Mitrofanov A. Andrusenko Ivan Podluzhny A. Laptev A. Romanenko 51 205 0 14 May 2020
CHiME-6 Challenge:Tackling Multispeaker Speech Recognition for Unsegmented Recordings Shinji Watanabe Michael I. Mandel Jon Barker Emmanuel Vincent Ashish Arora ... Emmanuel Vincent Shota Horiguchi Naoyuki Kanda Takuya Yoshioka Neville Ryant 67 308 0 20 Apr 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 80 217 0 30 Jan 2020
MIMO-SPEECH: End-to-End Multi-Channel Multi-Speaker Speech Recognition Xuankai Chang Wangyou Zhang Y. Qian Jonathan Le Roux Shinji Watanabe 79 121 0 15 Oct 2019
Divide and Conquer: A Deep CASA Approach to Talker-independent Monaural Speaker Separation Yuzhou Liu DeLiang Wang 64 158 0 25 Apr 2019
Unsupervised training of a deep clustering model for multichannel blind source separation Lukas Drude Daniel Hasenklever Reinhold Häb-Umbach SSL 57 58 0 02 Apr 2019
Unsupervised Deep Clustering for Source Separation: Direct Learning from Mixtures using Spatial Information Efthymios Tzinis Shrikant Venkataramani Paris Smaragdis SSL 58 50 0 05 Nov 2018
Conv-TasNet: Surpassing Ideal Time-Frequency Magnitude Masking for Speech Separation Yi Luo N. Mesgarani 162 1,796 0 20 Sep 2018
Supervised Speech Separation Based on Deep Learning: An Overview DeLiang Wang Jitong Chen SSL 84 1,374 0 24 Aug 2017
Multi-talker Speech Separation with Utterance-level Permutation Invariant Training of Deep Recurrent Neural Networks Morten Kolbaek Dong Yu Zheng-Hua Tan Jesper Jensen 57 726 0 18 Mar 2017