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0912.0171
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Under-determined reverberant audio source separation using a full-rank spatial covariance model
1 December 2009
Ngoc Q. K. Duong
Emmanuel Vincent
Remi Gribonval
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Papers citing
"Under-determined reverberant audio source separation using a full-rank spatial covariance model"
50 / 57 papers shown
30+ Years of Source Separation Research: Achievements and Future Challenges
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2025
S. Araki
N. Ito
Reinhold Haeb-Umbach
Gordon Wichern
Zhong-Qiu Wang
Yuki Mitsufuji
AI4TS
294
13
0
21 Jan 2025
Neural Blind Source Separation and Diarization for Distant Speech Recognition
Yoshiaki Bando
Tomohiko Nakamura
Shinji Watanabe
BDL
253
11
0
12 Jun 2024
Determined Multichannel Blind Source Separation with Clustered Source Model
Jianyu Wang
Shanzheng Guan
101
0
0
06 May 2024
Multichannel blind speech source separation with a disjoint constraint source model
Jianyu Wang
Shanzheng Guan
202
1
0
03 Jan 2024
Pre-trained Spatial Priors on Multichannel NMF for Music Source Separation
P. C. Molero
A. Muñoz-Montoro
J. Carabias-Orti
P. Vera-Candeas
149
0
0
09 Oct 2023
Moisesdb: A dataset for source separation beyond 4-stems
International Society for Music Information Retrieval Conference (ISMIR), 2023
Igor Pereira
Felipe Araújo
Filip Korzeniowski
Richard Vogl
280
69
0
29 Jul 2023
Learning Spatial Features from Audio-Visual Correspondence in Egocentric Videos
Computer Vision and Pattern Recognition (CVPR), 2023
Sagnik Majumder
Ziad Al-Halah
Kristen Grauman
SSL
EgoV
439
9
0
10 Jul 2023
NoisyILRMA: Diffuse-Noise-Aware Independent Low-Rank Matrix Analysis for Fast Blind Source Extraction
European Signal Processing Conference (EUSIPCO), 2023
Koki Nishida
Norihiro Takamune
Rintaro Ikeshita
Daichi Kitamura
Hiroshi Saruwatari
Tomohiro Nakatani
141
2
0
22 Jun 2023
Neural Fast Full-Rank Spatial Covariance Analysis for Blind Source Separation
European Signal Processing Conference (EUSIPCO), 2023
Yoshiaki Bando
Yoshiki Masuyama
Aditya Arie Nugraha
Kazuyoshi Yoshii
BDL
163
8
0
17 Jun 2023
The Whole Is Greater than the Sum of Its Parts: Improving DNN-based Music Source Separation
EURASIP Journal on Audio, Speech, and Music Processing (EURASIP J. Audio Speech Music Process), 2023
Ryosuke Sawata
Naoya Takahashi
Stefan Uhlich
Shusuke Takahashi
Yuki Mitsufuji
246
0
0
13 May 2023
DNN-Free Low-Latency Adaptive Speech Enhancement Based on Frame-Online Beamforming Powered by Block-Online FastMNMF
International Workshop on Acoustic Signal Enhancement (IWAENC), 2022
Aditya Arie Nugraha
Kouhei Sekiguchi
Mathieu Fontaine
Yoshiaki Bando
Kazuyoshi Yoshii
161
0
0
22 Jul 2022
Direction-Aware Adaptive Online Neural Speech Enhancement with an Augmented Reality Headset in Real Noisy Conversational Environments
IEEE/RJS International Conference on Intelligent RObots and Systems (IROS), 2022
Kouhei Sekiguchi
Aditya Arie Nugraha
Yicheng Du
Yoshiaki Bando
Mathieu Fontaine
Kazuyoshi Yoshii
128
9
0
15 Jul 2022
Generalized Fast Multichannel Nonnegative Matrix Factorization Based on Gaussian Scale Mixtures for Blind Source Separation
IEEE/ACM Transactions on Audio Speech and Language Processing (TASLP), 2022
Mathieu Fontaine
Kouhei Sekiguchi
Aditya Arie Nugraha
Yoshiaki Bando
Kazuyoshi Yoshii
146
7
0
11 May 2022
Audio-Visual Speech Codecs: Rethinking Audio-Visual Speech Enhancement by Re-Synthesis
Computer Vision and Pattern Recognition (CVPR), 2022
Karren D. Yang
Dejan Marković
Steven Krenn
Vasu Agrawal
Alexander Richard
VGen
222
46
0
31 Mar 2022
Active Audio-Visual Separation of Dynamic Sound Sources
European Conference on Computer Vision (ECCV), 2022
Sagnik Majumder
Kristen Grauman
372
23
0
02 Feb 2022
Switching Independent Vector Analysis and Its Extension to Blind and Spatially Guided Convolutional Beamforming Algorithms
IEEE/ACM Transactions on Audio Speech and Language Processing (TASLP), 2021
Tomohiro Nakatani
Rintaro Ikeshita
K. Kinoshita
H. Sawada
Naoyuki Kamo
S. Araki
291
14
0
20 Nov 2021
Speech Enhancement by Noise Self-Supervised Rank-Constrained Spatial Covariance Matrix Estimation via Independent Deeply Learned Matrix Analysis
Asia-Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA ASC), 2021
Sota Misawa
Norihiro Takamune
Tomohiko Nakamura
Daichi Kitamura
Hiroshi Saruwatari
Masakazu Une
S. Makino
106
0
0
10 Sep 2021
A Survey of Sound Source Localization with Deep Learning Methods
Journal of the Acoustical Society of America (JASA), 2021
Pierre-Amaury Grumiaux
Srdjan Kitić
Laurent Girin
Alexandre Guérin
372
340
0
08 Sep 2021
Move2Hear: Active Audio-Visual Source Separation
IEEE International Conference on Computer Vision (ICCV), 2021
Sagnik Majumder
Ziad Al-Halah
Kristen Grauman
277
47
0
15 May 2021
Deficient Basis Estimation of Noise Spatial Covariance Matrix for Rank-Constrained Spatial Covariance Matrix Estimation Method in Blind Speech Extraction
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2021
Yuto Kondo
Yuki Kubo
Norihiro Takamune
Daichi Kitamura
Hiroshi Saruwatari
96
1
0
06 May 2021
A Joint Diagonalization Based Efficient Approach to Underdetermined Blind Audio Source Separation Using the Multichannel Wiener Filter
IEEE/ACM Transactions on Audio Speech and Language Processing (TASLP), 2021
N. Ito
Rintaro Ikeshita
H. Sawada
Tomohiro Nakatani
176
30
0
21 Jan 2021
VisualVoice: Audio-Visual Speech Separation with Cross-Modal Consistency
Computer Vision and Pattern Recognition (CVPR), 2021
Ruohan Gao
Kristen Grauman
CVBM
545
251
0
08 Jan 2021
A Four-Stage Data Augmentation Approach to ResNet-Conformer Based Acoustic Modeling for Sound Event Localization and Detection
IEEE/ACM Transactions on Audio Speech and Language Processing (TASLP), 2021
Qing Wang
Jun Du
Hua-Xin Wu
Jia Pan
Feng Ma
Chin-Hui Lee
239
121
0
08 Jan 2021
The Cone of Silence: Speech Separation by Localization
Teerapat Jenrungrot
V. Jayaram
S. M. Seitz
Ira Kemelmacher-Shlizerman
293
65
0
12 Oct 2020
All for One and One for All: Improving Music Separation by Bridging Networks
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2020
Ryosuke Sawata
Stefan Uhlich
Shusuke Takahashi
Yuki Mitsufuji
353
60
0
08 Oct 2020
Joint-Diagonalizability-Constrained Multichannel Nonnegative Matrix Factorization Based on Multivariate Complex Sub-Gaussian Distribution
Keigo Kamo
Yuki Kubo
Norihiro Takamune
Daichi Kitamura
Hiroshi Saruwatari
Yu Takahashi
Kazunobu Kondo
62
3
0
30 Jun 2020
Consistency-aware multi-channel speech enhancement using deep neural networks
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2020
Yoshiki Masuyama
M. Togami
Tatsuya Komatsu
148
8
0
14 Feb 2020
Regularized Fast Multichannel Nonnegative Matrix Factorization with ILRMA-based Prior Distribution of Joint-Diagonalization Process
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2020
Keigo Kamo
Yuki Kubo
Norihiro Takamune
Daichi Kitamura
Hiroshi Saruwatari
Yu Takahashi
Kazunobu Kondo
139
2
0
03 Feb 2020
Motion-Tolerant Beamforming with Deformable Microphone Arrays
IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA), 2019
R. Corey
A. Singer
180
9
0
10 Dec 2019
Joint NN-Supported Multichannel Reduction of Acoustic Echo, Reverberation and Noise
Guillaume Carbajal
Romain Serizel
Emmanuel Vincent
E. Humbert
235
5
0
20 Nov 2019
Sequential Multi-Frame Neural Beamforming for Speech Separation and Enhancement
Zhong-Qiu Wang
Hakan Erdogan
Scott Wisdom
K. Wilson
Desh Raj
Shinji Watanabe
Zhuo Chen
J. Hershey
322
1
0
18 Nov 2019
Unsupervised Training for Deep Speech Source Separation with Kullback-Leibler Divergence Based Probabilistic Loss Function
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2019
M. Togami
Yoshiki Masuyama
Tatsuya Komatsu
Yumi Nakagome
222
31
0
11 Nov 2019
Acceleration of rank-constrained spatial covariance matrix estimation for blind speech extraction
Asia-Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA ASC), 2019
Yuki Kubo
Norihiro Takamune
Daichi Kitamura
Hiroshi Saruwatari
169
1
0
06 Aug 2019
Multichannel Loss Function for Supervised Speech Source Separation by Mask-based Beamforming
Interspeech (Interspeech), 2019
Yoshiki Masuyama
M. Togami
Tatsuya Komatsu
117
9
0
11 Jul 2019
Efficient Full-Rank Spatial Covariance Estimation Using Independent Low-Rank Matrix Analysis for Blind Source Separation
European Signal Processing Conference (EUSIPCO), 2019
Yuki Kubo
Norihiro Takamune
Daichi Kitamura
Hiroshi Saruwatari
151
8
0
06 Jun 2019
Expectation-Maximization for Speech Source Separation Using Convolutive Transfer Function
Xiaofei Li
Laurent Girin
Radu Horaud
132
5
0
10 Apr 2019
Fast Multichannel Source Separation Based on Jointly Diagonalizable Spatial Covariance Matrices
Kouhei Sekiguchi
A. Nugraha
Yoshiaki Bando
Kazuyoshi Yoshii
75
42
0
08 Mar 2019
2.5D Visual Sound
Ruohan Gao
Kristen Grauman
VGen
376
147
0
11 Dec 2018
Semi-supervised multichannel speech enhancement with variational autoencoders and non-negative matrix factorization
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2018
Simon Leglaive
Laurent Girin
Radu Horaud
BDL
262
63
0
16 Nov 2018
Speaker Selective Beamformer with Keyword Mask Estimation
Yusuke Kida
Dung T. Tran
Motoi Omachi
T. Taniguchi
Yuya Fujita
96
3
0
25 Oct 2018
Speech Separation Using Partially Asynchronous Microphone Arrays Without Resampling
R. Corey
A. Singer
107
11
0
31 Jul 2018
Independent Deeply Learned Matrix Analysis for Multichannel Audio Source Separation
European Signal Processing Conference (EUSIPCO), 2018
Shinichi Mogami
Hayato Sumino
Daichi Kitamura
Norihiro Takamune
Shinnosuke Takamichi
Hiroshi Saruwatari
Nobutaka Ono
139
29
0
27 Jun 2018
FastFCA-AS: Joint Diagonalization Based Acceleration of Full-Rank Spatial Covariance Analysis for Separating Any Number of Sources
N. Ito
Tomohiro Nakatani
59
13
0
24 May 2018
FastFCA: A Joint Diagonalization Based Fast Algorithm for Audio Source Separation Using A Full-Rank Spatial Covariance Model
N. Ito
S. Araki
Tomohiro Nakatani
28
12
0
17 May 2018
MMDenseLSTM: An efficient combination of convolutional and recurrent neural networks for audio source separation
Naoya Takahashi
Nabarun Goswami
Yuki Mitsufuji
238
150
0
07 May 2018
An Overview of Lead and Accompaniment Separation in Music
IEEE/ACM Transactions on Audio Speech and Language Processing (TASLP), 2018
Z. Rafii
Antoine Liutkus
Fabian-Robert Stöter
S. I. Mimilakis
D. Fitzgerald
Bryan Pardo
280
113
0
23 Apr 2018
The 2018 Signal Separation Evaluation Campaign
Fabian-Robert Stöter
Antoine Liutkus
N. Ito
286
311
0
17 Apr 2018
Learning to Separate Object Sounds by Watching Unlabeled Video
Ruohan Gao
Rogerio Feris
Kristen Grauman
SSL
360
297
0
05 Apr 2018
Blind Source Separation Using Mixtures of Alpha-Stable Distributions
Nicolas Keriven
Antoine Deleforge
Antoine Liutkus
125
8
0
13 Nov 2017
Independent Low-Rank Matrix Analysis Based on Parametric Majorization-Equalization Algorithm
Yoshiki Mitsui
Daichi Kitamura
Norihiro Takamune
Hiroshi Saruwatari
Yu Takahashi
Kazunobu Kondo
49
11
0
04 Oct 2017
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