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Demystifying TasNet: A Dissecting Approach

20 November 2019

Papers citing "Demystifying TasNet: A Dissecting Approach"

30 / 30 papers shown

Title
Unsupervised Improved MVDR Beamforming for Sound Enhancement Jacob Kealey John Hershey François Grondin 50 0 0 10 Jun 2024
ConSep: a Noise- and Reverberation-Robust Speech Separation Framework by Magnitude Conditioning Kuan-Hsun Ho J. Hung Berlin Chen 59 0 0 04 Mar 2024
Real-time Low-latency Music Source Separation using Hybrid Spectrogram-TasNet Satvik Venkatesh Arthur Benilov Philip Coleman Frederic Roskam 77 6 0 27 Feb 2024
Single-Microphone Speaker Separation and Voice Activity Detection in Noisy and Reverberant Environments Renana Opochinsky Mordehay Moradi Sharon Gannot 52 5 0 07 Jan 2024
Mixture Encoder for Joint Speech Separation and Recognition Simon Berger Peter Vieting Christoph Boeddeker Ralf Schluter Reinhold Häb-Umbach 79 6 0 21 Jun 2023
Integrating Uncertainty into Neural Network-based Speech Enhancement Hu Fang Dennis Becker S. Wermter Timo Gerkmann UQCV 67 3 0 15 May 2023
TS-SEP: Joint Diarization and Separation Conditioned on Estimated Speaker Embeddings Christoph Boeddeker Aswin Shanmugam Subramanian Gordon Wichern Reinhold Haeb-Umbach Jonathan Le Roux 93 24 0 07 Mar 2023
Spectrogram Inversion for Audio Source Separation via Consistency, Mixing, and Magnitude Constraints P. Magron Tuomas Virtanen 48 0 0 03 Mar 2023
Towards Unified All-Neural Beamforming for Time and Frequency Domain Speech Separation Rongzhi Gu Shi-Xiong Zhang Yuexian Zou Dong Yu AI4TS 88 25 0 16 Dec 2022
Hyperbolic Audio Source Separation Darius Petermann Gordon Wichern Aswin Shanmugam Subramanian Jonathan Le Roux 73 10 0 09 Dec 2022
Deep neural network techniques for monaural speech enhancement: state of the art analysis P. Ochieng 115 22 0 01 Dec 2022
A General Unfolding Speech Enhancement Method Motivated by Taylor's Theorem Andong Li Guochen Yu C. Zheng Wenzhe Liu Xiaodong Li 91 12 0 30 Nov 2022
Reverberation as Supervision for Speech Separation R. Aralikatti Christoph Boeddeker Gordon Wichern Aswin Shanmugam Subramanian Jonathan Le Roux 65 7 0 15 Nov 2022
PodcastMix: A dataset for separating music and speech in podcasts Nico M. Schmidt Jordi Pons M. Miron 46 3 0 15 Jul 2022
Efficient Transformer-based Speech Enhancement Using Long Frames and STFT Magnitudes Danilo de Oliveira Tal Peer Timo Gerkmann 61 21 0 23 Jun 2022
Heterogeneous Separation Consistency Training for Adaptation of Unsupervised Speech Separation Jiangyu Han Yanhua Long 65 6 0 23 Apr 2022
STFT-Domain Neural Speech Enhancement with Very Low Algorithmic Latency Zhong-Qiu Wang Gordon Wichern Shinji Watanabe Jonathan Le Roux 87 36 0 21 Apr 2022
Phase-Aware Deep Speech Enhancement: It's All About The Frame Length Tal Peer Timo Gerkmann 55 21 0 30 Mar 2022
On loss functions and evaluation metrics for music source separation Enric Gusó Jordi Pons Santiago Pascual Joan Serrà 132 21 0 16 Feb 2022
Monaural source separation: From anechoic to reverberant environments Tobias Cord-Landwehr Christoph Boeddeker Thilo von Neumann Catalin Zorila R. Doddipatla Reinhold Haeb-Umbach 58 31 0 15 Nov 2021
SA-SDR: A novel loss function for separation of meeting style data Thilo von Neumann K. Kinoshita Christoph Boeddeker Marc Delcroix Reinhold Haeb-Umbach 74 21 0 29 Oct 2021
Speeding Up Permutation Invariant Training for Source Separation Thilo von Neumann Christoph Boeddeker K. Kinoshita Marc Delcroix Reinhold Haeb-Umbach 58 6 0 30 Jul 2021
On TasNet for Low-Latency Single-Speaker Speech Enhancement Morten Kolbæk Zheng-Hua Tan S. H. Jensen Jesper Jensen 81 2 0 27 Mar 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 87 30 0 30 Nov 2020
Attention-based scaling adaptation for target speech extraction Jiangyu Han Wei Rao Yanhua Long Jiaen Liang 62 9 0 19 Oct 2020
Multi-microphone Complex Spectral Mapping for Utterance-wise and Continuous Speech Separation Zhong-Qiu Wang Peidong Wang DeLiang Wang 58 90 0 04 Oct 2020
Multi-talker ASR for an unknown number of sources: Joint training of source counting, separation and ASR Thilo von Neumann Christoph Boeddeker Lukas Drude K. Kinoshita Marc Delcroix Tomohiro Nakatani Reinhold Haeb-Umbach 81 41 0 04 Jun 2020
Exploring the Best Loss Function for DNN-Based Low-latency Speech Enhancement with Temporal Convolutional Networks Yuichiro Koyama Tyler Vuong Stefan Uhlich Bhiksha Raj 82 41 0 23 May 2020
Asteroid: the PyTorch-based audio source separation toolkit for researchers Manuel Pariente Samuele Cornell Joris Cosentino S. Sivasankaran Efthymios Tzinis ... Juan M. Martín-Donas David Ditter Ariel Frank Antoine Deleforge Emmanuel Vincent 94 157 0 08 May 2020
A Multi-Phase Gammatone Filterbank for Speech Separation via TasNet David Ditter Timo Gerkmann 63 58 0 25 Oct 2019