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2002.08933
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Wavesplit: End-to-End Speech Separation by Speaker Clustering
IEEE/ACM Transactions on Audio Speech and Language Processing (TASLP), 2020
20 February 2020
Neil Zeghidour
David Grangier
VLM
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Papers citing
"Wavesplit: End-to-End Speech Separation by Speaker Clustering"
50 / 149 papers shown
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A Study of the Scale Invariant Signal to Distortion Ratio in Speech Separation with Noisy References
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Advances in Speech Separation: Techniques, Challenges, and Future Trends
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Whilter: A Whisper-based Data Filter for "In-the-Wild" Speech Corpora Using Utterance-level Multi-Task Classification
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282
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Plug-and-Play Co-Occurring Face Attention for Robust Audio-Visual Speaker Extraction
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Shengkui Zhao
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Yukun Ma
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279
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27 May 2025
Attractor-Based Speech Separation of Multiple Utterances by Unknown Number of Speakers
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Archontis Politis
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22 May 2025
Listen to Extract: Onset-Prompted Target Speaker Extraction
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Xueliang Zhang
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394
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08 May 2025
SepALM: Audio Language Models Are Error Correctors for Robust Speech Separation
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531
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Contextual Speech Extraction: Leveraging Textual History as an Implicit Cue for Target Speech Extraction
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Minsu Kim
Rodrigo Mira
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Stavros Petridis
Maja Pantic
347
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EDSep: An Effective Diffusion-Based Method for Speech Source Separation
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347
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28 Jan 2025
Beyond Speaker Identity: Text Guided Target Speech Extraction
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2025
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Abhinav Jain
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Vimal Bhat
282
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Task-Aware Unified Source Separation
Kohei Saijo
Janek Ebbers
François Germain
Gordon Wichern
Jonathan Le Roux
316
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Xize Cheng
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Shengpeng Ji
Jialong Zuo
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261
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267
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WeSep: A Scalable and Flexible Toolkit Towards Generalizable Target Speaker Extraction
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234
21
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24 Sep 2024
Compositional Audio Representation Learning
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USEF-TSE: Universal Speaker Embedding Free Target Speaker Extraction
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489
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Improving Generalization of Speech Separation in Real-World Scenarios: Strategies in Simulation, Optimization, and Evaluation
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Kai Chen
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Taylor Berg-Kirkpatrick
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183
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TF-Locoformer: Transformer with Local Modeling by Convolution for Speech Separation and Enhancement
International Workshop on Acoustic Signal Enhancement (IWAENC), 2024
Kohei Saijo
Gordon Wichern
François G. Germain
Zexu Pan
Jonathan Le Roux
190
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06 Aug 2024
Towards a Universal Method for Meaningful Signal Detection
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219
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Papez: Resource-Efficient Speech Separation with Auditory Working Memory
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308
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Song Data Cleansing for End-to-End Neural Singer Diarization Using Neural Analysis and Synthesis Framework
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Ryo Terashima
Yusuke Fujita
235
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24 Jun 2024
Transcription-Free Fine-Tuning of Speech Separation Models for Noisy and Reverberant Multi-Speaker Automatic Speech Recognition
William Ravenscroft
George Close
Stefan Goetze
Thomas Hain
Mohammad Soleymanpour
Anurag Chowdhury
Mark C. Fuhs
307
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13 Jun 2024
MambaMixer: Efficient Selective State Space Models with Dual Token and Channel Selection
Ali Behrouz
Michele Santacatterina
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525
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29 Mar 2024
Dual-path Mamba: Short and Long-term Bidirectional Selective Structured State Space Models for Speech Separation
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Cong Han
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317
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27 Mar 2024
CrossNet: Leveraging Global, Cross-Band, Narrow-Band, and Positional Encoding for Single- and Multi-Channel Speaker Separation
Vahid Ahmadi Kalkhorani
DeLiang Wang
266
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ConSep: a Noise- and Reverberation-Robust Speech Separation Framework by Magnitude Conditioning
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J. Hung
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219
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04 Mar 2024
TDFNet: An Efficient Audio-Visual Speech Separation Model with Top-down Fusion
International Conference on Information and Software Technologies (ICIST), 2023
Samuel Pegg
Kai Li
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291
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25 Jan 2024
Boosting Unknown-number Speaker Separation with Transformer Decoder-based Attractor
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2024
Younglo Lee
Shukjae Choi
Byeonghak Kim
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MoE
211
21
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23 Jan 2024
Single-Microphone Speaker Separation and Voice Activity Detection in Noisy and Reverberant Environments
Renana Opochinsky
Mordehay Moradi
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248
10
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MossFormer2: Combining Transformer and RNN-Free Recurrent Network for Enhanced Time-Domain Monaural Speech Separation
Shengkui Zhao
Yukun Ma
Chongjia Ni
Chong Zhang
Hao Wang
Trung Hieu Nguyen
Kun Zhou
J. Yip
Dianwen Ng
Bin Ma
324
74
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19 Dec 2023
Improving Label Assignments Learning by Dynamic Sample Dropout Combined with Layer-wise Optimization in Speech Separation
Interspeech (Interspeech), 2023
Chenyu Gao
Yue Gu
I. Marsic
330
0
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20 Nov 2023
Multi-channel Conversational Speaker Separation via Neural Diarization
IEEE/ACM Transactions on Audio Speech and Language Processing (TASLP), 2023
H. Taherian
DeLiang Wang
BDL
262
25
0
15 Nov 2023
On Time Domain Conformer Models for Monaural Speech Separation in Noisy Reverberant Acoustic Environments
Automatic Speech Recognition & Understanding (ASRU), 2023
William Ravenscroft
Stefan Goetze
Thomas Hain
264
7
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09 Oct 2023
SPGM: Prioritizing Local Features for enhanced speech separation performance
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2023
J. Yip
Shengkui Zhao
Yukun Ma
Chongjia Ni
Chong Zhang
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Kun Zhou
Dianwen Ng
Eng Siong Chng
B. Ma
MoE
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300
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Sampling-Frequency-Independent Universal Sound Separation
Tomohiko Nakamura
Kohei Yatabe
201
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Combining TF-GridNet and Mixture Encoder for Continuous Speech Separation for Meeting Transcription
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Simon Berger
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Reinhold Haeb-Umbach
315
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Analysis of Speech Separation Performance Degradation on Emotional Speech Mixtures
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Chng Eng Siong
255
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IIANet: An Intra- and Inter-Modality Attention Network for Audio-Visual Speech Separation
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Run Yang
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342
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Complete and separate: Conditional separation with missing target source attribute completion
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235
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Mixture Encoder for Joint Speech Separation and Recognition
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238
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Algorithms of Sampling-Frequency-Independent Layers for Non-integer Strides
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177
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Reinhold Haeb-Umbach
374
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UNSSOR: Unsupervised Neural Speech Separation by Leveraging Over-determined Training Mixtures
Neural Information Processing Systems (NeurIPS), 2023
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298
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An Experimental Review of Speaker Diarization methods with application to Two-Speaker Conversational Telephone Speech recordings
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Samuele Cornell
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274
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A Neural State-Space Model Approach to Efficient Speech Separation
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Yuchen Hu
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170
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26 May 2023
Towards Solving Cocktail-Party: The First Method to Build a Realistic Dataset with Ground Truths for Speech Separation
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234
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Noise-Aware Speech Separation with Contrastive Learning
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2023
Zizheng Zhang
Cheng Chen
Hsin-Hung Chen
Xiang Liu
Yuchen Hu
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277
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