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
Learning Source Disentanglement in Neural Audio Codec Xiaoyu Bie Xubo Liu Gaël Richard 29 1 0 17 Sep 2024
Ultra-Low Latency Speech Enhancement - A Comprehensive Study Haibin Wu Sebastian Braun 28 0 0 16 Sep 2024
Language-Queried Target Sound Extraction Without Parallel Training Data Hao Ma Zhiyuan Peng Xu Li Yukai Li Mingjie Shao Qiuqiang Kong Ju Liu VLM 77 1 0 14 Sep 2024
Biomimetic Frontend for Differentiable Audio Processing Ruolan Leslie Famularo D. Zotkin S. Shamma R. Duraiswami AI4TS 36 0 0 13 Sep 2024
TSELM: Target Speaker Extraction using Discrete Tokens and Language Models Beilong Tang Bang Zeng Ming Li 35 2 0 12 Sep 2024
DENSE: Dynamic Embedding Causal Target Speech Extraction Yiwen Wang Zeyu Yuan Xihong Wu 46 0 0 10 Sep 2024
Mel-RoFormer for Vocal Separation and Vocal Melody Transcription Ju-Chiang Wang Fan Zhang Jitong Chen 26 1 0 07 Sep 2024
NeuroSpex: Neuro-Guided Speaker Extraction with Cross-Modal Attention Dashanka De Silva Siqi Cai Saurav Pahuja Tanja Schultz Haizhou Li 33 0 0 04 Sep 2024
USEF-TSE: Universal Speaker Embedding Free Target Speaker Extraction Bang Zeng Ming Li 37 2 0 04 Sep 2024
Spectron: Target Speaker Extraction using Conditional Transformer with Adversarial Refinement Tathagata Bandyopadhyay ViT 18 0 0 02 Sep 2024
LibriheavyMix: A 20,000-Hour Dataset for Single-Channel Reverberant Multi-Talker Speech Separation, ASR and Speaker Diarization Zengrui Jin Yifan Yang Mohan Shi Wei Kang Xiaoyu Yang ... Lingwei Meng Long Lin Yong Xu Shi-Xiong Zhang Daniel Povey 28 2 0 01 Sep 2024
Improving Generalization of Speech Separation in Real-World Scenarios: Strategies in Simulation, Optimization, and Evaluation K. Chen Jiaqi Su Taylor Berg-Kirkpatrick Shlomo Dubnov Zeyu Jin 40 1 0 28 Aug 2024
Comparative Analysis Of Discriminative Deep Learning-Based Noise Reduction Methods In Low SNR Scenarios Shrishti Saha Shetu Emanuël A. P. Habets Andreas Brendel 34 2 0 26 Aug 2024
Efficient Area-based and Speaker-Agnostic Source Separation Martin Strauss Okan Kopuklu 26 3 0 19 Aug 2024
DPSNN: Spiking Neural Network for Low-Latency Streaming Speech Enhancement Tao Sun Sander Bohté 23 2 0 14 Aug 2024
BSS-CFFMA: Cross-Domain Feature Fusion and Multi-Attention Speech Enhancement Network based on Self-Supervised Embedding Alimjan Mattursun Liejun Wang Yinfeng Yu 30 2 0 13 Aug 2024
Source Separation of Multi-source Raw Music using a Residual Quantized Variational Autoencoder Leonardo Berti DRL 32 0 0 12 Aug 2024
TF-Locoformer: Transformer with Local Modeling by Convolution for Speech Separation and Enhancement Kohei Saijo G. Wichern François G. Germain Zexu Pan Jonathan Le Roux 37 7 0 06 Aug 2024
Enhanced Reverberation as Supervision for Unsupervised Speech Separation Kohei Saijo G. Wichern François G. Germain Zexu Pan Jonathan Le Roux 31 1 0 06 Aug 2024
RAVSS: Robust Audio-Visual Speech Separation in Multi-Speaker Scenarios with Missing Visual Cues Tianrui Pan Jie Liu Bohan Wang Jie Tang Gangshan Wu 40 2 0 27 Jul 2024
Robustness of Speech Separation Models for Similar-pitch Speakers Bunlong Lay Sebastian Zaczek Kristina Tesch Timo Gerkmann 21 0 0 22 Jul 2024
Speech Slytherin: Examining the Performance and Efficiency of Mamba for Speech Separation, Recognition, and Synthesis Xilin Jiang Yinghao Aaron Li Adrian Nicolas Florea Cong Han N. Mesgarani Mamba 46 9 0 13 Jul 2024
A review of graph neural network applications in mechanics-related domains Yingxue Zhao Haoran Li Haosu Zhou H. Attar Tobias Pfaff Nan Li AI4CE 37 5 0 10 Jul 2024
Improving Speech Enhancement by Integrating Inter-Channel and Band Features with Dual-branch Conformer Jizhen Li Xinmeng Xu Weiping Tu Yuhong Yang Rong Zhu 32 1 0 09 Jul 2024
A Reference-free Metric for Language-Queried Audio Source Separation using Contrastive Language-Audio Pretraining Feiyang Xiao Jian Guan Qiaoxi Zhu Xubo Liu Wenbo Wang Shuhan Qi Kejia Zhang Jianyuan Sun Wenwu Wang 30 4 0 06 Jul 2024
All Neural Low-latency Directional Speech Extraction Ashutosh Pandey Sanha Lee Juan Azcarreta Daniel D. E. Wong Buye Xu 32 2 0 05 Jul 2024
Investigating the Effects of Large-Scale Pseudo-Stereo Data and Different Speech Foundation Model on Dialogue Generative Spoken Language Model Yu-Kuan Fu Cheng-Kuang Lee Hsiu-Hsuan Wang Hung-yi Lee 24 0 0 02 Jul 2024
SpeakerBeam-SS: Real-time Target Speaker Extraction with Lightweight Conv-TasNet and State Space Modeling Hiroshi Sato Takafumi Moriya Masato Mimura Shota Horiguchi Tsubasa Ochiai Takanori Ashihara Atsushi Ando Kentaro Shinayama Marc Delcroix 37 1 0 01 Jul 2024
Papez: Resource-Efficient Speech Separation with Auditory Working Memory Hyunseok Oh Juheon Yi Youngki Lee 19 2 0 01 Jul 2024
Open-Source Conversational AI with SpeechBrain 1.0 Mirco Ravanelli Titouan Parcollet Adel Moumen Sylvain de Langen Cem Subakan ... Salima Mdhaffar G. Laperriere Mickael Rouvier Renato De Mori Yannick Esteve VLM 47 10 0 29 Jun 2024
SNR-Progressive Model with Harmonic Compensation for Low-SNR Speech Enhancement Zhongshu Hou Tong Lei Qinwen Hu Zhanzhong Cao Ming Tang Jing Lu 32 0 0 24 Jun 2024
Improved Remixing Process for Domain Adaptation-Based Speech Enhancement by Mitigating Data Imbalance in Signal-to-Noise Ratio Li Li Shogo Seki 33 0 0 20 Jun 2024
Diffusion-based Generative Modeling with Discriminative Guidance for Streamable Speech Enhancement Chenda Li Samuele Cornell Shinji Watanabe Yanmin Qian DiffM 34 2 0 19 Jun 2024
Universal Score-based Speech Enhancement with High Content Preservation Robin Scheibler Yusuke Fujita Yuma Shirahata Tatsuya Komatsu DiffM 37 10 0 18 Jun 2024
AV-CrossNet: an Audiovisual Complex Spectral Mapping Network for Speech Separation By Leveraging Narrow- and Cross-Band Modeling Vahid Ahmadi Kalkhorani Cheng Yu Anurag Kumar Ke Tan Buye Xu DeLiang Wang 34 0 0 17 Jun 2024
SMRU: Split-and-Merge Recurrent-based UNet for Acoustic Echo Cancellation and Noise Suppression Zhihang Sun Andong Li Rilin Chen Hao Zhang Meng Yu Yi Zhou Dong Yu 66 0 0 17 Jun 2024
Joint Speaker Features Learning for Audio-visual Multichannel Speech Separation and Recognition Guinan Li Jiajun Deng Youjun Chen Mengzhe Geng Shujie Hu ... Zengrui Jin Tianzi Wang Xurong Xie Helen Meng Xunying Liu VLM 34 0 0 14 Jun 2024
TSE-PI: Target Sound Extraction under Reverberant Environments with Pitch Information Yiwen Wang Xihong Wu 46 2 0 13 Jun 2024
Target Speaker Extraction with Curriculum Learning Yun Liu Xuechen Liu Xiaoxiao Miao Junichi Yamagishi 23 3 0 12 Jun 2024
Pre-training Feature Guided Diffusion Model for Speech Enhancement Yiyuan Yang Niki Trigoni Andrew Markham 31 3 0 11 Jun 2024
RaD-Net 2: A causal two-stage repairing and denoising speech enhancement network with knowledge distillation and complex axial self-attention Mingshuai Liu Zhuangqi Chen Xiaopeng Yan Yuanjun Lv Xianjun Xia Chuanzeng Huang Yijian Xiao Lei Xie 46 2 0 11 Jun 2024
MR-RawNet: Speaker verification system with multiple temporal resolutions for variable duration utterances using raw waveforms Seung-bin Kim Chan-yeong Lim Jungwoo Heo Ju-ho Kim Hyun-Seo Shin Kyo-Won Koo Ha-Jin Yu 52 0 0 11 Jun 2024
Unsupervised Improved MVDR Beamforming for Sound Enhancement Jacob Kealey John Hershey François Grondin 16 0 0 10 Jun 2024
Towards Signal Processing In Large Language Models Prateek Verma Mert Pilanci 42 3 0 10 Jun 2024
EARS: An Anechoic Fullband Speech Dataset Benchmarked for Speech Enhancement and Dereverberation Julius Richter Yi-Chiao Wu Steven Krenn Simon Welker Bunlong Lay Shinji Watanabe Alexander Richard Timo Gerkmann 38 17 0 10 Jun 2024
Thunder : Unified Regression-Diffusion Speech Enhancement with a Single Reverse Step using Brownian Bridge Thanapat Trachu Chawan Piansaddhayanon E. Chuangsuwanich 34 2 0 10 Jun 2024
URGENT Challenge: Universality, Robustness, and Generalizability For Speech Enhancement Wangyou Zhang Robin Scheibler Kohei Saijo Samuele Cornell Chenda Li ... Jan Pirklbauer Marvin Sach Shinji Watanabe Tim Fingscheidt Yanmin Qian VLM 37 7 0 07 Jun 2024
Beyond Performance Plateaus: A Comprehensive Study on Scalability in Speech Enhancement Wangyou Zhang Kohei Saijo Jee-weon Jung Chenda Li Shinji Watanabe Yanmin Qian 32 4 0 06 Jun 2024
The PESQetarian: On the Relevance of Goodhart's Law for Speech Enhancement Danilo de Oliveira Simon Welker Julius Richter Timo Gerkmann 36 5 0 05 Jun 2024
Effects of Dataset Sampling Rate for Noise Cancellation through Deep Learning Brandon Colelough Andrew Zheng 24 1 0 30 May 2024