Conv-TasNet: Surpassing Ideal Time-Frequency Magnitude Masking for Speech Separation

20 September 2018

Papers citing "Conv-TasNet: Surpassing Ideal Time-Frequency Magnitude Masking for Speech Separation"

50 / 753 papers shown

Title
Multi-Channel Masking with Learnable Filterbank for Sound Source Separation Wang Dai A. Politis Tuomas Virtanen 28 0 0 14 Mar 2023
Towards Real-Time Single-Channel Speech Separation in Noisy and Reverberant Environments Julian Neri Sebastian Braun 14 1 0 14 Mar 2023
Guided Speech Enhancement Network Yang Yang Shao-fu Shih Hakan Erdogan J. Lin C. Lee Yunpeng Li George Sung Matthias Grundmann 30 6 0 13 Mar 2023
Online Binaural Speech Separation of Moving Speakers With a Wavesplit Network Cong Han N. Mesgarani 34 4 0 13 Mar 2023
A two-stage speaker extraction algorithm under adverse acoustic conditions using a single-microphone Aviad Eisenberg Sharon Gannot Shlomo E. Chazan 21 2 0 13 Mar 2023
Improving the Intent Classification accuracy in Noisy Environment Mohamed Nabih Ali A. Brutti Daniele Falavigna 18 0 0 12 Mar 2023
On Neural Architectures for Deep Learning-based Source Separation of Co-Channel OFDM Signals Gary C. F. Lee Amir Weiss A. Lancho Yury Polyanskiy G. Wornell AI4TS 17 6 0 11 Mar 2023
Multi-Dimensional and Multi-Scale Modeling for Speech Separation Optimized by Discriminative Learning Zhaoxi Mu Xinyu Yang Wenjing Zhu 19 5 0 07 Mar 2023
A Multi-Stage Triple-Path Method for Speech Separation in Noisy and Reverberant Environments Zhaoxi Mu Xinyu Yang Xiangyuan Yang Wenjing Zhu 13 5 0 07 Mar 2023
Scaling strategies for on-device low-complexity source separation with Conv-Tasnet Mohamed Nabih Ali Francesco Paissan Daniele Falavigna A. Brutti 23 2 0 06 Mar 2023
Hybrid Y-Net Architecture for Singing Voice Separation Rashen Fernando Pamudu Ranasinghe Udula Ranasinghe J. Wijayakulasooriya Pantaleon Perera 11 2 0 05 Mar 2023
Spectrogram Inversion for Audio Source Separation via Consistency, Mixing, and Magnitude Constraints P. Magron Tuomas Virtanen 24 0 0 03 Mar 2023
Defending against Adversarial Audio via Diffusion Model Shutong Wu Jiong Wang Ming-Yu Liu Weili Nie Chaowei Xiao DiffM 37 25 0 02 Mar 2023
Extending DNN-based Multiplicative Masking to Deep Subband Filtering for Improved Dereverberation Jean-Marie Lemercier Julian Tobergte Timo Gerkmann 15 2 0 01 Mar 2023
Reducing the Prior Mismatch of Stochastic Differential Equations for Diffusion-based Speech Enhancement Bunlong Lay Simon Welker Julius Richter Timo Gerkmann DiffM 10 24 0 28 Feb 2023
3D Neural Beamforming for Multi-channel Speech Separation Against Location Uncertainty Rongzhi Gu Shi-Xiong Zhang Dong Yu 9 2 0 27 Feb 2023
DFSNet: A Steerable Neural Beamformer Invariant to Microphone Array Configuration for Real-Time, Low-Latency Speech Enhancement A. Kovalyov Kashyap Patel Issa Panahi 28 3 0 26 Feb 2023
Metric-oriented Speech Enhancement using Diffusion Probabilistic Model Chen Chen Yuchen Hu Weiwei Weng Chng Eng Siong DiffM 40 19 0 23 Feb 2023
Unsupervised Noise adaptation using Data Simulation Chen Chen Yuchen Hu Heqing Zou Linhui Sun Chng Eng Siong 33 13 0 23 Feb 2023
MossFormer: Pushing the Performance Limit of Monaural Speech Separation using Gated Single-Head Transformer with Convolution-Augmented Joint Self-Attentions Shengkui Zhao Bin Ma 33 52 0 23 Feb 2023
Unifying Speech Enhancement and Separation with Gradient Modulation for End-to-End Noise-Robust Speech Separation Yuchen Hu Chen Chen Heqing Zou Xionghu Zhong Chng Eng Siong 47 16 0 22 Feb 2023
DasFormer: Deep Alternating Spectrogram Transformer for Multi/Single-Channel Speech Separation Shuo Wang Xiangyu Kong Xiulian Peng H. Movassagh Vinod Prakash Yan Lu 26 11 0 21 Feb 2023
A Sidecar Separator Can Convert a Single-Talker Speech Recognition System to a Multi-Talker One Lingwei Meng Jiawen Kang Mingyu Cui Yuejiao Wang Xixin Wu Helen M. Meng 15 17 0 20 Feb 2023
Speech Enhancement with Multi-granularity Vector Quantization Xiaokang Zhao Qiu-shi Zhu Jie Zhang 23 0 0 16 Feb 2023
Local spectral attention for full-band speech enhancement Zhongshu Hou Qi Hu Kai-Jyun Chen Jing Lu 30 0 0 11 Feb 2023
Multi-Source Diffusion Models for Simultaneous Music Generation and Separation Giorgio Mariani Irene Tallini Emilian Postolache Michele Mancusi Luca Cosmo Emanuele Rodolà DiffM 30 37 0 04 Feb 2023
Neural Target Speech Extraction: An Overview Kateřina Žmolíková Marc Delcroix Tsubasa Ochiai K. Kinoshita JanHonza'' vCernocký Dong Yu 23 84 0 31 Jan 2023
Separate And Diffuse: Using a Pretrained Diffusion Model for Improving Source Separation Shahar Lutati Eliya Nachmani Lior Wolf DiffM 36 14 0 25 Jan 2023
On Batching Variable Size Inputs for Training End-to-End Speech Enhancement Systems Philippe Gonzalez T. S. Alstrøm Tobias May 24 9 0 25 Jan 2023
Latent Autoregressive Source Separation Emilian Postolache Giorgio Mariani Michele Mancusi Andrea Santilli Luca Cosmo Emanuele Rodolà BDL DRL 12 8 0 09 Jan 2023
ReVISE: Self-Supervised Speech Resynthesis with Visual Input for Universal and Generalized Speech Enhancement Wei-Ning Hsu Tal Remez Bowen Shi Jacob Donley Yossi Adi DiffM 27 12 0 21 Dec 2022
An Audio-Visual Speech Separation Model Inspired by Cortico-Thalamo-Cortical Circuits Kai Li Fenghua Xie Hang Chen K. Yuan Xiaolin Hu 34 14 0 21 Dec 2022
Towards Unified All-Neural Beamforming for Time and Frequency Domain Speech Separation Rongzhi Gu Shi-Xiong Zhang Yuexian Zou Dong Yu AI4TS 22 24 0 16 Dec 2022
DeFT-AN: Dense Frequency-Time Attentive Network for Multichannel Speech Enhancement Dongheon Lee Jung-Woo Choi 27 25 0 15 Dec 2022
Tackling the Cocktail Fork Problem for Separation and Transcription of Real-World Soundtracks Darius Petermann G. Wichern Aswin Shanmugam Subramanian Zhong-Qiu Wang Jonathan Le Roux 27 10 0 14 Dec 2022
Multi-Scale Feature Fusion Transformer Network for End-to-End Single Channel Speech Separation Yinhao Xu Jian Zhou L. Tao H. Kwan 30 0 0 14 Dec 2022
GPU-accelerated Guided Source Separation for Meeting Transcription Desh Raj Daniel Povey Sanjeev Khudanpur 23 34 0 10 Dec 2022
Hyperbolic Audio Source Separation Darius Petermann G. Wichern Aswin Shanmugam Subramanian Jonathan Le Roux 24 10 0 09 Dec 2022
Deep neural network techniques for monaural speech enhancement: state of the art analysis P. Ochieng 28 21 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 45 10 0 30 Nov 2022
Deep Neural Mel-Subband Beamformer for In-car Speech Separation Vinay Kothapally Yong-mei Xu Meng Yu Shizhong Zhang Dong Yu 30 10 0 22 Nov 2022
TF-GridNet: Integrating Full- and Sub-Band Modeling for Speech Separation Zhongqiu Wang Samuele Cornell Shukjae Choi Younglo Lee Byeonghak Kim Shinji Watanabe 32 119 0 22 Nov 2022
LA-VocE: Low-SNR Audio-visual Speech Enhancement using Neural Vocoders Rodrigo Mira Buye Xu Jacob Donley Anurag Kumar Stavros Petridis V. Ithapu M. Pantic 20 13 0 20 Nov 2022
A Two-Stage Deep Representation Learning-Based Speech Enhancement Method Using Variational Autoencoder and Adversarial Training Yang Xiang Jesper Lisby Højvang M. Rasmussen M. G. Christensen DRL 23 5 0 16 Nov 2022
Array Configuration-Agnostic Personalized Speech Enhancement using Long-Short-Term Spatial Coherence Yicheng Hsu Yonghan Lee M. Bai 21 2 0 16 Nov 2022
Hybrid Transformers for Music Source Separation Simon Rouard Francisco Massa Alexandre Défossez 16 128 0 15 Nov 2022
Reverberation as Supervision for Speech Separation R. Aralikatti Christoph Boeddeker G. Wichern Aswin Shanmugam Subramanian Jonathan Le Roux 22 7 0 15 Nov 2022
An Investigation of the Combination of Rehearsal and Knowledge Distillation in Continual Learning for Spoken Language Understanding Umberto Cappellazzo Daniele Falavigna A. Brutti CLL 22 2 0 15 Nov 2022
The Potential of Neural Speech Synthesis-based Data Augmentation for Personalized Speech Enhancement Anastasia Kuznetsova Aswin Sivaraman Minje Kim 32 3 0 14 Nov 2022
MedleyVox: An Evaluation Dataset for Multiple Singing Voices Separation Chang-Bin Jeon Hyeongi Moon Keunwoo Choi Ben Sangbae Chon Kyogu Lee 12 5 0 14 Nov 2022