SepMamba: State-space models for speaker separation using Mamba Oct 28, 2024 Mamba Speaker Separation
Code Code Available 5 Unifying Speech Enhancement and Separation with Gradient Modulation for End-to-End Noise-Robust Speech Separation Feb 22, 2023 Multi-Task Learning Speech Enhancement
Code Code Available 5 Noise-robust Speech Separation with Fast Generative Correction Jun 11, 2024 Speech Separation
Code Code Available 5 SepPrune: Structured Pruning for Efficient Deep Speech Separation May 17, 2025 channel selection Computational Efficiency
Code Code Available 5 VisualVoice: Audio-Visual Speech Separation with Cross-Modal Consistency Jan 8, 2021 Speech Separation
Code Code Available 5 GEV Beamforming Supported by DOA-based Masks Generated on Pairs of Microphones May 19, 2020 speech-recognition Speech Recognition
Code Code Available 5 Attention is All You Need in Speech Separation Oct 25, 2020 All Speech Separation
Code Code Available 5 Enhanced Reverberation as Supervision for Unsupervised Speech Separation Aug 6, 2024 Speech Separation
Code Code Available 5 MESH2IR: Neural Acoustic Impulse Response Generator for Complex 3D Scenes May 18, 2022 2k CPU
Code Code Available 5 Compute and memory efficient universal sound source separation Mar 3, 2021 Audio Source Separation Efficient Neural Network
Code Code Available 5 TDFNet: An Efficient Audio-Visual Speech Separation Model with Top-down Fusion Jan 25, 2024 speech-recognition Speech Recognition
Code Code Available 5 Continuous speech separation: dataset and analysis Jan 30, 2020 Automatic Speech Recognition Automatic Speech Recognition (ASR)
Code Code Available 5 Effective Low-Cost Time-Domain Audio Separation Using Globally Attentive Locally Recurrent Networks Jan 13, 2021 Speech Separation
Code Code Available 5 Continuous Speech Separation with Conformer Aug 13, 2020 Speech Separation
Code Code Available 5 Graph-PIT: Generalized permutation invariant training for continuous separation of arbitrary numbers of speakers Jul 30, 2021 Speech Separation
Code Code Available 5 A cappella: Audio-visual Singing Voice Separation Apr 20, 2021 Music Source Separation Speech Separation
Code Code Available 5 An Audio-Visual Speech Separation Model Inspired by Cortico-Thalamo-Cortical Circuits Dec 21, 2022 Speech Separation
Code Code Available 5 End-to-end Microphone Permutation and Number Invariant Multi-channel Speech Separation Oct 30, 2019 Speech Separation
Code Code Available 5 Dual-path RNN: efficient long sequence modeling for time-domain single-channel speech separation Oct 14, 2019 Speech Separation
Code Code Available 5 RTFS-Net: Recurrent Time-Frequency Modelling for Efficient Audio-Visual Speech Separation Sep 29, 2023 Audio-Visual Speech Recognition speech-recognition
Code Code Available 5 Text-aware Speech Separation for Multi-talker Keyword Spotting Jun 18, 2024 Keyword Spotting Speech Separation
Code Code Available 5 Online speaker diarization of meetings guided by speech separation Jan 30, 2024 Action Detection Activity Detection
Code Code Available 5 The Cone of Silence: Speech Separation by Localization Oct 12, 2020 Audio Source Separation Speech Separation
Code Code Available 5 Improving speaker discrimination of target speech extraction with time-domain SpeakerBeam Jan 23, 2020 Speaker Identification Speech Extraction
Code Code Available 5 Speech Separation with Pretrained Frontend to Minimize Domain Mismatch Nov 5, 2024 Speech Separation
Code Code Available 5 Complementing Handcrafted Features with Raw Waveform Using a Light-weight Auxiliary Model Sep 6, 2021 speech-recognition Speech Recognition
Code Code Available 5 Analysis of impact of emotions on target speech extraction and speech separation Aug 15, 2022 Speaker Verification Speech Extraction
Code Code Available 5 SPGM: Prioritizing Local Features for enhanced speech separation performance Sep 22, 2023 Speech Separation
Code Code Available 5 Speaker Extraction with Co-Speech Gestures Cue Mar 31, 2022 Speech Separation
Code Code Available 5 CasNet: Investigating Channel Robustness for Speech Separation Oct 27, 2022 Speech Separation
Code Code Available 5 Singing Voice Separation with Deep U-Net Convolutional Networks Oct 27, 2017 Speech Separation Translation
Code Code Available 5 ADL-MVDR: All deep learning MVDR beamformer for target speech separation Aug 16, 2020 All Speech Separation
Code Code Available 5 A Multi-Phase Gammatone Filterbank for Speech Separation via TasNet Oct 25, 2019 Low-latency processing Speech Separation
Code Code Available 5 Divide and Conquer: A Deep CASA Approach to Talker-independent Monaural Speaker Separation Apr 25, 2019 Clustering Speaker Separation
Code Code Available 5 Beyond Speaker Identity: Text Guided Target Speech Extraction Jan 15, 2025 Speech Extraction Speech Separation
Code Code Available 5 Semi-Supervised Monaural Singing Voice Separation With a Masking Network Trained on Synthetic Mixtures Dec 14, 2018 Music Source Separation Speech Separation
Code Code Available 5 CSLNSpeech: solving extended speech separation problem with the help of Chinese sign language Jul 21, 2020 Self-Supervised Learning Speech Separation
Code Code Available 5 Disentangling the Impacts of Language and Channel Variability on Speech Separation Networks Mar 30, 2022 Speech Separation
Code Code Available 5 Permutation Invariant Training of Deep Models for Speaker-Independent Multi-talker Speech Separation Jul 1, 2016 Clustering Deep Clustering
Code Code Available 5 REAL-M: Towards Speech Separation on Real Mixtures Oct 20, 2021 Open-Ended Question Answering Speech Separation
Code Code Available 5 Onssen: an open-source speech separation and enhancement library Nov 3, 2019 Deep Clustering speech-recognition
Code Code Available 5 Exploring Self-Attention Mechanisms for Speech Separation Feb 6, 2022 Denoising Speech Enhancement
Code Code Available 5 Real-time Single-channel Dereverberation and Separation with Time-domainAudio Separation Network Sep 2, 2018 Denoising Speech Dereverberation
Code Code Available 5 Multi-talker Speech Separation with Utterance-level Permutation Invariant Training of Deep Recurrent Neural Networks Mar 18, 2017 Clustering Deep Clustering
Code Code Available 5 Deep Recurrent NMF for Speech Separation by Unfolding Iterative Thresholding Sep 21, 2017 Speech Separation
Code Code Available 5 An enhanced Conv-TasNet model for speech separation using a speaker distance-based loss function May 26, 2022 Speech Separation
Code Code Available 5 Alternative Objective Functions for Deep Clustering Apr 1, 2018 Clustering Deep Clustering
Code Code Available 5 Deep learning for monaural speech separation May 4, 2014 Deep Learning Multi-Speaker Source Separation
Code Code Available 5 Multi-Decoder DPRNN: High Accuracy Source Counting and Separation Nov 24, 2020 Decoder Speech Separation
Code Code Available 5 Resource-Efficient Separation Transformer Jun 19, 2022 Speech Separation
Code Code Available 5 