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
ISAC: An Invertible and Stable Auditory Filter Bank with Customizable Kernels for ML Integration Daniel Haider Felix Perfler Péter Balázs Clara Hollomey Nicki Holighaus 43 0 0 12 May 2025
Listen to Extract: Onset-Prompted Target Speaker Extraction Pengjie Shen Kangrui Chen Shulin He Pengru Chen Shuqi Yuan He Kong Xueliang Zhang Z. Wang 48 0 0 08 May 2025
SepALM: Audio Language Models Are Error Correctors for Robust Speech Separation Zhaoxi Mu Xinyu Yang Gang Wang AuLLM KELM VLM 57 0 0 06 May 2025
MaskClip: Detachable Clip-on Piezoelectric Sensing of Mask Surface Vibrations for Real-time Noise-Robust Speech Input Hirotaka Hiraki Jun Rekimoto 19 0 0 04 May 2025
Passive Underwater Acoustic Signal Separation based on Feature Decoupling Dual-path Network Yucheng Liu Longyu Jiang 29 0 0 11 Apr 2025
LauraTSE: Target Speaker Extraction using Auto-Regressive Decoder-Only Language Models Beilong Tang Bang Zeng Ming Li AI4TS 39 0 0 10 Apr 2025
EvMic: Event-based Non-contact sound recovery from effective spatial-temporal modeling Hao Yin Shi Guo Xu Jia Xudong XU Lu Zhang Si Liu Dong Wang Huchuan Lu Tianfan Xue 28 0 0 03 Apr 2025
Causal Self-supervised Pretrained Frontend with Predictive Code for Speech Separation Wupeng Wang Zexu Pan Xianrui Li Shuai Wang Haizhou Li AI4TS 36 0 0 03 Apr 2025
UniSep: Universal Target Audio Separation with Language Models at Scale Yishuo Wang Hangting Chen Dongchao Yang Weiqin Li Dan Luo Guangzhi Li Shan Yang Zhiyong Wu Helen Meng Xixin Wu VLM 49 1 0 31 Mar 2025
A Low-Power Streaming Speech Enhancement Accelerator For Edge Devices Ci-Hao Wu Tian-Sheuan Chang 61 1 0 27 Mar 2025
Magnitude-Phase Dual-Path Speech Enhancement Network based on Self-Supervised Embedding and Perceptual Contrast Stretch Boosting Alimjan Mattursun Liejun Wang Yinfeng Yu Chunyang Ma 51 0 0 27 Mar 2025
Wireless Hearables With Programmable Speech AI Accelerators Malek Itani Tuochao Chen Arun Raghavan Gavriel Kohlberg Shyamnath Gollakota AuLLM 59 0 0 24 Mar 2025
Elevating Robust Multi-Talker ASR by Decoupling Speaker Separation and Speech Recognition Yufeng Yang H. Taherian Vahid Ahmadi Kalkhorani DeLiang Wang 41 0 0 23 Mar 2025
HiFi-Stream: Streaming Speech Enhancement with Generative Adversarial Networks Ekaterina Dmitrieva Maksim Kaledin 42 0 0 21 Mar 2025
Context-Aware Two-Step Training Scheme for Domain Invariant Speech Separation Wupeng Wang Zexu Pan Jingru Lin Shuai Wang Haizhou Li 53 0 0 16 Mar 2025
Contextual Speech Extraction: Leveraging Textual History as an Implicit Cue for Target Speech Extraction Minsu Kim Rodrigo Mira Honglie Chen Stavros Petridis M. Pantic 64 0 0 13 Mar 2025
LLaSE-G1: Incentivizing Generalization Capability for LLaMA-based Speech Enhancement Boyi Kang Xinfa Zhu Zihan Zhang Zhen Ye Mingshuai Liu ... Jun Chen Longshuai Xiao Chao Weng Wei Xue Lei Xie AuLLM 55 3 0 01 Mar 2025
CleanMel: Mel-Spectrogram Enhancement for Improving Both Speech Quality and ASR Nian Shao Rui Zhou Pengyu Wang Xian Li Ying Fang Yujie Yang Xiaofei Li 39 0 0 27 Feb 2025
Artifact-free Sound Quality in DNN-based Closed-loop Systems for Audio Processing chuan Wen Guy Torfs Sarah Verhulst 38 0 0 17 Feb 2025
EDSep: An Effective Diffusion-Based Method for Speech Source Separation Jinwei Dong Xinsheng Wang Qirong Mao 63 0 0 28 Jan 2025
Generative Data Augmentation Challenge: Zero-Shot Speech Synthesis for Personalized Speech Enhancement Jae-Sung Bae Anastasia Kuznetsova Dinesh Manocha John Hershey Trausti Kristjansson Minje Kim 74 0 0 23 Jan 2025
30+ Years of Source Separation Research: Achievements and Future Challenges S. Araki N. Ito Reinhold Haeb-Umbach G. Wichern Zhong-Qiu Wang Yuki Mitsufuji AI4TS 39 0 0 21 Jan 2025
Annealed Multiple Choice Learning: Overcoming limitations of Winner-takes-all with annealing David Perera Victor Letzelter Théo Mariotte Adrien Cortés Mickaël Chen S. Essid Ga¨el Richard 74 2 0 20 Jan 2025
Beyond Speaker Identity: Text Guided Target Speech Extraction Mingyue Huo Abhinav Jain Cong Phuoc Huynh Fanjie Kong Pichao Wang Zhu Liu Vimal Bhat 51 0 0 17 Jan 2025
USED: Universal Speaker Extraction and Diarization Junyi Ao Mehmet Sinan Yildirim Ruijie Tao Mengyao Ge Shuai Wang Yan-min Qian Haizhou Li 38 5 0 17 Jan 2025
Microphone Array Signal Processing and Deep Learning for Speech Enhancement Reinhold Haeb-Umbach Tomohiro Nakatani Marc Delcroix Christoph Boeddeker Tsubasa Ochiai 43 0 0 13 Jan 2025
FlowSep: Language-Queried Sound Separation with Rectified Flow Matching Yi Yuan Xubo Liu Haohe Liu Mark D. Plumbley Wenwu Wang 52 3 0 10 Jan 2025
AnCoGen: Analysis, Control and Generation of Speech with a Masked Autoencoder Samir Sadok Simon Leglaive Laurent Girin Gaël Richard Xavier Alameda-Pineda 55 1 0 10 Jan 2025
Simultaneous Music Separation and Generation Using Multi-Track Latent Diffusion Models Tornike Karchkhadze M. Izadi Shlomo Dubnov DiffM 44 2 0 31 Dec 2024
Improving Source Extraction with Diffusion and Consistency Models Tornike Karchkhadze M. Izadi Shuo Zhang DiffM 82 1 0 09 Dec 2024
Multiple Choice Learning for Efficient Speech Separation with Many Speakers David Perera François Derrida Théo Mariotte Gaël Richard S. Essid 64 0 0 27 Nov 2024
State-Space Large Audio Language Models Saurabhchand Bhati Yuan Gong Leonid Karlinsky Hilde Kuehne Rogerio Feris James Glass 96 0 0 24 Nov 2024
Speech Separation with Pretrained Frontend to Minimize Domain Mismatch Wupeng Wang Zexu Pan Xianrui Li Shuai Wang Hao Li 34 4 0 05 Nov 2024
Task-Aware Unified Source Separation Kohei Saijo Janek Ebbers François Germain G. Wichern Jonathan Le Roux 42 2 0 31 Oct 2024
Joint Beamforming and Speaker-Attributed ASR for Real Distant-Microphone Meeting Transcription Can Cui Imran A. Sheikh Mostafa Sadeghi Emmanuel Vincent 34 0 0 29 Oct 2024
USpeech: Ultrasound-Enhanced Speech with Minimal Human Effort via Cross-Modal Synthesis Luca Jiang-Tao Yu Running Zhao Sijie Ji Edith C. H. Ngai Chenshu Wu 30 0 0 29 Oct 2024
SepMamba: State-space models for speaker separation using Mamba Thor Højhus Avenstrup Boldizsár Elek István László Mádi András Bence Schin Morten Mørup Bjørn Sand Jensen Kenny Falkær Olsen Mamba 31 0 0 28 Oct 2024
CleanUMamba: A Compact Mamba Network for Speech Denoising using Channel Pruning Sjoerd Groot Qinyu Chen Jan C. van Gemert Chang Gao Mamba 132 0 0 14 Oct 2024
In-Materia Speech Recognition Mohamadreza Zolfagharinejad Julian Büchel Lorenzo Cassola Sachin Kinge Ghazi Sarwat Syed Abu Sebastian Wilfred G. van der Wiel 26 0 0 14 Oct 2024
TrustEMG-Net: Using Representation-Masking Transformer with U-Net for Surface Electromyography Enhancement Kuan-Chen Wang Kai-Chun Liu Ping-Cheng Yeh Sheng-Yu Peng Yu Tsao 28 1 0 04 Oct 2024
TIGER: Time-frequency Interleaved Gain Extraction and Reconstruction for Efficient Speech Separation Mohan Xu Kai Li Guo Chen Xiaolin Hu 45 0 0 02 Oct 2024
SonicSim: A customizable simulation platform for speech processing in moving sound source scenarios Kai Li Wendi Sang Chang Zeng Runxuan Yang Guo Chen Xiaolin Hu 31 2 0 02 Oct 2024
Speech Boosting: Low-Latency Live Speech Enhancement for TWS Earbuds Hanbin Bae Pavel Andreev Azat Saginbaev Nicholas Babaev Won-Jun Lee Hosang Sung Hoon-Young Cho 25 0 0 27 Sep 2024
Generative Speech Foundation Model Pretraining for High-Quality Speech Extraction and Restoration Pin-Jui Ku Alexander H. Liu Roman Korostik Sung-Feng Huang Szu-Wei Fu Ante Jukić 38 2 0 24 Sep 2024
WeSep: A Scalable and Flexible Toolkit Towards Generalizable Target Speaker Extraction Shuai Wang Ke Zhang Shaoxiong Lin Junjie Li Xuefei Wang Meng Ge Jianwei Yu Yanmin Qian Haizhou Li 42 8 0 24 Sep 2024
GALD-SE: Guided Anisotropic Lightweight Diffusion for Efficient Speech Enhancement Chengzhong Wang Jianjun Gu Dingding Yao Junfeng Li Yonghong Yan DiffM 131 0 0 23 Sep 2024
Leveraging Audio-Only Data for Text-Queried Target Sound Extraction Kohei Saijo Janek Ebbers François Germain Sameer Khurana G. Wichern Jonathan Le Roux 44 1 0 20 Sep 2024
SoundBeam meets M2D: Target Sound Extraction with Audio Foundation Model Carlos Hernandez-Olivan Marc Delcroix Tsubasa Ochiai Daisuke Niizumi Naohiro Tawara Tomohiro Nakatani Shoko Araki 34 2 0 19 Sep 2024
Geometry-Constrained EEG Channel Selection for Brain-Assisted Speech Enhancement Keying Zuo Qingtian Xu Jie Zhang Zhenhua Ling 39 0 0 19 Sep 2024
A Lightweight and Real-Time Binaural Speech Enhancement Model with Spatial Cues Preservation Jingyuan Wang Jie Zhang Shihao Chen Miao Sun 23 0 0 19 Sep 2024