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
A Near-Real-Time Processing Ego Speech Filtering Pipeline Designed for Speech Interruption During Human-Robot Interaction Yue Li Florian A. Kunneman Koen V. Hindriks 31 2 0 22 May 2024
Look Once to Hear: Target Speech Hearing with Noisy Examples Bandhav Veluri Malek Itani Tuochao Chen Takuya Yoshioka Shyamnath Gollakota 38 14 0 10 May 2024
Embedded Distributed Inference of Deep Neural Networks: A Systematic Review Federico Nicolás Peccia Oliver Bringmann 36 0 0 06 May 2024
TRAMBA: A Hybrid Transformer and Mamba Architecture for Practical Audio and Bone Conduction Speech Super Resolution and Enhancement on Mobile and Wearable Platforms Yueyuan Sui Minghui Zhao Junxi Xia Xiaofan Jiang S. Xia Mamba 45 11 0 02 May 2024
Deep low-latency joint speech transmission and enhancement over a gaussian channel Mohammad Bokaei Jesper Jensen Simon Doclo Jan Østergaard 21 0 0 30 Apr 2024
Audio-Visual Target Speaker Extraction with Reverse Selective Auditory Attention Ruijie Tao Xinyuan Qian Yidi Jiang Junjie Li Jiadong Wang Haizhou Li 34 1 0 29 Apr 2024
Rethinking Processing Distortions: Disentangling the Impact of Speech Enhancement Errors on Speech Recognition Performance Tsubasa Ochiai Kazuma Iwamoto Marc Delcroix Rintaro Ikeshita Hiroshi Sato Shoko Araki Shigeru Katagiri 29 2 0 23 Apr 2024
Jointly Recognizing Speech and Singing Voices Based on Multi-Task Audio Source Separation Ye Bai Chenxing Li Hao Li Yuanyuan Zhao Xiaorui Wang 24 0 0 17 Apr 2024
A Large-Scale Evaluation of Speech Foundation Models Shu-Wen Yang Heng-Jui Chang Zili Huang Andy T. Liu Cheng-I Jeff Lai ... Kushal Lakhotia Shang-Wen Li Abdelrahman Mohamed Shinji Watanabe Hung-yi Lee 38 19 0 15 Apr 2024
What is Learnt by the LEArnable Front-end (LEAF)? Adapting Per-Channel Energy Normalisation (PCEN) to Noisy Conditions Hanyu Meng V. Sethu E. Ambikairajah 35 2 0 10 Apr 2024
Gull: A Generative Multifunctional Audio Codec Yi Luo Jianwei Yu Hangting Chen Rongzhi Gu Chao Weng AuLLM 41 3 0 07 Apr 2024
SPMamba: State-space model is all you need in speech separation Kai Li Guo Chen Mamba 50 26 0 02 Apr 2024
MambaMixer: Efficient Selective State Space Models with Dual Token and Channel Selection Ali Behrouz Michele Santacatterina Ramin Zabih 44 31 0 29 Mar 2024
Dual-path Mamba: Short and Long-term Bidirectional Selective Structured State Space Models for Speech Separation Xilin Jiang Cong Han N. Mesgarani Mamba 39 41 0 27 Mar 2024
Target Speech Extraction with Pre-trained AV-HuBERT and Mask-And-Recover Strategy Wenxuan Wu Xueyuan Chen Xixin Wu Haizhou Li Helen M. Meng 34 1 0 24 Mar 2024
CATSE: A Context-Aware Framework for Causal Target Sound Extraction Shrishail Baligar M. Kegler Bryce Irvin Marko Stamenovic Shawn Newsam 36 0 0 21 Mar 2024
Multichannel Long-Term Streaming Neural Speech Enhancement for Static and Moving Speakers Changsheng Quan Xiaofei Li 47 23 0 12 Mar 2024
Towards Decoupling Frontend Enhancement and Backend Recognition in Monaural Robust ASR Yufeng Yang Ashutosh Pandey DeLiang Wang 44 4 0 11 Mar 2024
sVAD: A Robust, Low-Power, and Light-Weight Voice Activity Detection with Spiking Neural Networks Qu Yang Qianhui Liu Nan Li Meng Ge Zeyang Song Haizhou Li 32 5 0 09 Mar 2024
CrossNet: Leveraging Global, Cross-Band, Narrow-Band, and Positional Encoding for Single- and Multi-Channel Speaker Separation Vahid Ahmadi Kalkhorani DeLiang Wang 38 3 0 06 Mar 2024
ConSep: a Noise- and Reverberation-Robust Speech Separation Framework by Magnitude Conditioning Kuan-Hsun Ho J. Hung Berlin Chen 42 0 0 04 Mar 2024
What do neural networks listen to? Exploring the crucial bands in Speech Enhancement using Sinc-convolution Kuan-Hsun Ho J. Hung Berlin Chen 26 1 0 04 Mar 2024
Real-time Low-latency Music Source Separation using Hybrid Spectrogram-TasNet Satvik Venkatesh Arthur Benilov Philip Coleman Frederic Roskam 37 5 0 27 Feb 2024
SICRN: Advancing Speech Enhancement through State Space Model and Inplace Convolution Techniques Changjiang Zhao Shulin He Xueliang Zhang 21 7 0 22 Feb 2024
Unrestricted Global Phase Bias-Aware Single-channel Speech Enhancement with Conformer-based Metric GAN Shiqi Zhang Zheng Qiu Daiki Takeuchi Noboru Harada Shoji Makino 13 3 0 13 Feb 2024
Sound Source Separation Using Latent Variational Block-Wise Disentanglement Karim Helwani M. Togami Paris Smaragdis Michael M. Goodwin BDL DRL 23 1 0 08 Feb 2024
Listen, Chat, and Edit: Text-Guided Soundscape Modification for Enhanced Auditory Experience Xilin Jiang Cong Han Yinghao Aaron Li N. Mesgarani KELM 28 4 0 06 Feb 2024
Array Geometry-Robust Attention-Based Neural Beamformer for Moving Speakers Marvin Tammen Tsubasa Ochiai Marc Delcroix Tomohiro Nakatani S. Araki Simon Doclo 18 0 0 05 Feb 2024
Spiking Music: Audio Compression with Event Based Auto-encoders Martim Lisboa Guillaume Bellec 40 2 0 02 Feb 2024
An Analysis of the Variance of Diffusion-based Speech Enhancement Bunlong Lay Timo Gerkmann DiffM 17 0 0 01 Feb 2024
Proactive Detection of Voice Cloning with Localized Watermarking Robin San Roman Pierre Fernandez Alexandre Défossez Teddy Furon Tuan Tran Hady ElSahar 49 41 0 30 Jan 2024
Spatial-Temporal Activity-Informed Diarization and Separation Yicheng Hsu Ssuhan Chen Mingsian R. Bai 21 0 0 30 Jan 2024
Online speaker diarization of meetings guided by speech separation Elio Gruttadauria Mathieu Fontaine S. Essid 17 4 0 30 Jan 2024
Continuous Target Speech Extraction: Enhancing Personalized Diarization and Extraction on Complex Recordings He Zhao Hangting Chen Jianwei Yu Yuehai Wang 51 0 0 29 Jan 2024
Phoneme-Based Proactive Anti-Eavesdropping with Controlled Recording Privilege Peng Huang Yao Wei Peng Cheng Zhongjie Ba Liwang Lu Feng Lin Yang Wang Kui Ren 26 0 0 28 Jan 2024
Improving Design of Input Condition Invariant Speech Enhancement Wangyou Zhang Jee-weon Jung Shinji Watanabe Yanmin Qian AAML 26 3 0 25 Jan 2024
TDFNet: An Efficient Audio-Visual Speech Separation Model with Top-down Fusion Samuel Pegg Kai Li Xiaolin Hu 32 1 0 25 Jan 2024
Resource-constrained stereo singing voice cancellation Clara Borrelli James Rae Dogac Basaran Matt McVicar M. Souden Matthias Mauch 28 0 0 22 Jan 2024
Decoupled Spatial and Temporal Processing for Resource Efficient Multichannel Speech Enhancement Ashutosh Pandey Buye Xu 40 1 0 15 Jan 2024
Noise-robust zero-shot text-to-speech synthesis conditioned on self-supervised speech-representation model with adapters Kenichi Fujita Hiroshi Sato Takanori Ashihara Hiroki Kanagawa Marc Delcroix Takafumi Moriya Yusuke Ijima 36 8 0 10 Jan 2024
DDD: A Perceptually Superior Low-Response-Time DNN-based Declipper Jayeon Yi Junghyun Koo Kyogu Lee 22 2 0 08 Jan 2024
Single-Microphone Speaker Separation and Voice Activity Detection in Noisy and Reverberant Environments Renana Opochinsky Mordehay Moradi Sharon Gannot 15 4 0 07 Jan 2024
Remixed2Remixed: Domain adaptation for speech enhancement by Noise2Noise learning with Remixing Li Li Shogo Seki 31 2 0 28 Dec 2023
Online Similarity-and-Independence-Aware Beamformer for Low-latency Target Sound Extraction Atsuo Hiroe 29 0 0 27 Dec 2023
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 13 21 0 19 Dec 2023
A Refining Underlying Information Framework for Monaural Speech Enhancement Rui Cao Tianrui Wang Meng Ge Longbiao Wang Jianwu Dang 15 1 0 18 Dec 2023
3S-TSE: Efficient Three-Stage Target Speaker Extraction for Real-Time and Low-Resource Applications Shulin He Jinjiang Liu Hao Li Yang-Rui Yang Fei Chen Xueliang Zhang 22 1 0 18 Dec 2023
Attention-Driven Multichannel Speech Enhancement in Moving Sound Source Scenarios Yuzhu Wang A. Politis Tuomas Virtanen 20 3 0 17 Dec 2023
Self-Supervised Disentangled Representation Learning for Robust Target Speech Extraction Zhaoxi Mu Xinyu Yang Sining Sun Qing Yang SSL 23 8 0 16 Dec 2023
A 1.6-mW Sparse Deep Learning Accelerator for Speech Separation Chih-Chyau Yang Tian-Sheuan Chang 26 0 0 15 Dec 2023