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speech separation
Description:
Signal-processing methods for isolating individual speech sources from audio containing overlapping speakers or other sounds.
Primary topic:
Speech and Audio Processing (63%)
Related topics:
Speech and Audio Processing (63%),
Blind Source Separation Techniques (19%),
Speech Recognition and Synthesis (11%)
OpenAlex ID:
keywords/speech-separation
Conv-TasNet: Surpassing Ideal Time–Frequency Magnitude Masking for Speech Separation
2019
·
Yi Luo
, Nima Mesgarani
·
IEEE/ACM Transactions on Audio Speech and Language Processing
·
2,051
PDF
Deep clustering: Discriminative embeddings for segmentation and separation
2016
·
John R. Hershey
, Zhuo Chen
, et al.
·
IEEE International Conference on Acoustics Speech and Signal Processing
·
1,385
PDF
A short-time objective intelligibility measure for time-frequency weighted noisy speech
2010
·
Cees H. Taal
, Richard C. Hendriks
, et al.
·
IEEE International Conference on Acoustics Speech and Signal Processing
·
1,107
TaSNet: Time-Domain Audio Separation Network for Real-Time, Single-Channel Speech Separation
2018
·
Yi Luo
, Nima Mesgarani
·
IEEE International Conference on Acoustics Speech and Signal Processing
·
717
PDF
Attention Is All You Need In Speech Separation
2021
·
Cem Subakan
, Mirco Ravanelli
, et al.
·
IEEE International Conference on Acoustics Speech and Signal Processing
·
693
Phase-sensitive and recognition-boosted speech separation using deep recurrent neural networks
2015
·
Hakan Erdogan
, John R. Hershey
, et al.
·
IEEE International Conference on Acoustics Speech and Signal Processing
·
667
The third ‘CHiME’ speech separation and recognition challenge: Dataset, task and baselines
2015
·
Jon Barker
, Ricard Marxer
, et al.
·
IEEE Workshop on Automatic Speech Recognition and Understanding (ASRU)
·
646
Looking to listen at the cocktail party
2018
·
Ariel Ephrat
, Inbar Mosseri
, et al.
·
ACM Transactions on Graphics
·
621
PDF
On Ideal Binary Mask As the Computational Goal of Auditory Scene Analysis
2006
·
DeLiang Wang
·
Kluwer Academic Publishers eBooks
·
566
An approach to blind source separation based on temporal structure of speech signals
2001
·
Noboru Murata
, Shiro Ikeda
, et al.
·
Neurocomputing
·
565
A Consolidated Perspective on Multimicrophone Speech Enhancement and Source Separation
2017
·
Sharon Gannot
, Emmanuel Vincent
, et al.
·
IEEE/ACM Transactions on Audio Speech and Language Processing
·
564
Joint Optimization of Masks and Deep Recurrent Neural Networks for Monaural Source Separation
2015
·
Po-Sen Huang
, Minje Kim
, et al.
·
IEEE/ACM Transactions on Audio Speech and Language Processing
·
461
PDF
Towards Scaling Up Classification-Based Speech Separation
2013
·
Yuxuan Wang
, DeLiang Wang
·
IEEE Transactions on Audio Speech and Language Processing
·
431
Under-Determined Reverberant Audio Source Separation Using a Full-Rank Spatial Covariance Model
2010
·
Ngoc Q K Duong
, Emmanuel Vincent
, et al.
·
IEEE Transactions on Audio Speech and Language Processing
·
428
PDF
Independent component analysis: an introduction
2002
·
James V. Stone
·
Trends in Cognitive Sciences
·
428
Blind source separation of more sources than mixtures using overcomplete representations
1999
·
Te-Won Lee
, M.S. Lewicki
, et al.
·
IEEE Signal Processing Letters
·
405
Convolutive Speech Bases and Their Application to Supervised Speech Separation
2006
·
Paris Smaragdis
·
IEEE Transactions on Audio Speech and Language Processing
·
383
WHAM!: Extending Speech Separation to Noisy Environments
2019
·
Gordon Wichern
, Joe Antognini
, et al.
·
Interspeech (USB)
·
345
PDF
Underdetermined Convolutive Blind Source Separation via Frequency Bin-Wise Clustering and Permutation Alignment
2010
·
Hiroshi Sawada
, Shoko Araki
, et al.
·
IEEE Transactions on Audio Speech and Language Processing
·
343
The fundamental limitation of frequency domain blind source separation for convolutive mixtures of speech
2003
·
S. Araki
, R. Mukai
, et al.
·
IEEE Transactions on Speech and Audio Processing
·
323
CHiME-6 Challenge: Tackling Multispeaker Speech Recognition for Unsegmented Recordings
2020
·
Shinji Watanabe
, Michael Mandel
, et al.
·
322
PDF
An Overview of Deep-Learning-Based Audio-Visual Speech Enhancement and Separation
2021
·
Daniel Michelsanti
, Zheng-Hua Tan
, et al.
·
IEEE/ACM Transactions on Audio Speech and Language Processing
·
319
The second ‘chime’ speech separation and recognition challenge: Datasets, tasks and baselines
2013
·
Emmanuel Vincent
, Jon Barker
, et al.
·
IEEE International Conference on Acoustics Speech and Signal Processing
·
306
Efficient Variant of Algorithm FastICA for Independent Component Analysis Attaining the CramÉr-Rao Lower Bound
2006
·
Z. Koldovsky
, P. Tichavsky
, et al.
·
IEEE Transactions on Neural Networks
·
305
Independent Vector Analysis: An Extension of ICA to Multivariate Components
2006
·
Taesu Kim
, Torbjørn Eltoft
, et al.
·
Lecture notes in computer science
·
298
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Works count:
3,442
Citation count:
45,050
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