Multi-microphone Complex Spectral Mapping for Utterance-wise and Continuous Speech Separation Oct 4, 2020 Speaker Separation Speech Separation
Code Code Available X-DC: Explainable Deep Clustering based on Learnable Spectrogram Templates Sep 18, 2020 Clustering Deep Clustering
— Unverified An End-to-end Architecture of Online Multi-channel Speech Separation Sep 7, 2020 speech-recognition Speech Recognition
— Unverified Independent Vector Analysis via Log-Quadratically Penalized Quadratic Minimization Aug 23, 2020 blind source separation Speech Separation
— Unverified Independent Vector Analysis with Deep Neural Network Source Priors Aug 23, 2020 Speech Separation
Code Code Available An Overview of Deep-Learning-Based Audio-Visual Speech Enhancement and Separation Aug 21, 2020 Deep Learning Speech Enhancement
Code Code Available Deep Variational Generative Models for Audio-visual Speech Separation Aug 17, 2020 Speech Separation
— Unverified ADL-MVDR: All deep learning MVDR beamformer for target speech separation Aug 16, 2020 All Speech Separation
Code Code Available Continuous Speech Separation with Conformer Aug 13, 2020 Speech Separation
Code Code Available Efficient Integration of Multi-channel Information for Speaker-independent Speech Separation Aug 11, 2020 Deep Clustering Open-Ended Question Answering
— Unverified Speech Separation Based on Multi-Stage Elaborated Dual-Path Deep BiLSTM with Auxiliary Identity Loss Aug 6, 2020 Speaker Separation Speech Separation
Code Code Available MIRNet: Learning multiple identities representations in overlapped speech Aug 4, 2020 Rgb-T Tracking Speaker Verification
— Unverified CSLNSpeech: solving extended speech separation problem with the help of Chinese sign language Jul 21, 2020 Self-Supervised Learning Speech Separation
Code Code Available Sudo rm -rf: Efficient Networks for Universal Audio Source Separation Jul 14, 2020 Audio Source Separation Efficient Neural Network
Code Code Available Progressive Tandem Learning for Pattern Recognition with Deep Spiking Neural Networks Jul 2, 2020 Computational Efficiency Image Reconstruction
— Unverified Exploring the time-domain deep attractor network with two-stream architectures in a reverberant environment Jul 1, 2020 Speech Separation
— Unverified Sequence to Multi-Sequence Learning via Conditional Chain Mapping for Mixture Signals Jun 25, 2020 speech-recognition Speech Recognition
— Unverified Unsupervised Sound Separation Using Mixture Invariant Training Jun 23, 2020 Domain Adaptation Speech Enhancement
— Unverified Multi-talker ASR for an unknown number of sources: Joint training of source counting, separation and ASR Jun 4, 2020 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Identify Speakers in Cocktail Parties with End-to-End Attention May 22, 2020 Speaker Identification Speech Separation
Code Code Available GEV Beamforming Supported by DOA-based Masks Generated on Pairs of Microphones May 19, 2020 speech-recognition Speech Recognition
Code Code Available Audio-visual Multi-channel Recognition of Overlapped Speech May 18, 2020 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified FaceFilter: Audio-visual speech separation using still images May 14, 2020 Speech Separation
— Unverified Neural Speech Separation Using Spatially Distributed Microphones Apr 28, 2020 speech-recognition Speech Recognition
— Unverified CHiME-6 Challenge:Tackling Multispeaker Speech Recognition for Unsegmented Recordings Apr 20, 2020 speaker-diarization Speaker Diarization
— Unverified WaveCRN: An Efficient Convolutional Recurrent Neural Network for End-to-end Speech Enhancement Apr 6, 2020 Denoising Speech Denoising
Code Code Available Simultaneous Denoising and Dereverberation Using Deep Embedding Features Apr 6, 2020 Clustering Deep Clustering
— Unverified Deep Attention Fusion Feature for Speech Separation with End-to-End Post-filter Method Mar 17, 2020 Deep Attention Speech Separation
— Unverified Multi-modal Multi-channel Target Speech Separation Mar 16, 2020 Speech Separation
— Unverified Enhancing End-to-End Multi-channel Speech Separation via Spatial Feature Learning Mar 9, 2020 Speech Separation
— Unverified Voice Separation with an Unknown Number of Multiple Speakers Feb 29, 2020 Speech Separation
Code Code Available Wavesplit: End-to-End Speech Separation by Speaker Clustering Feb 20, 2020 Clustering Data Augmentation
— Unverified Spatial and spectral deep attention fusion for multi-channel speech separation using deep embedding features Feb 5, 2020 Clustering Deep Attention
— Unverified Continuous speech separation: dataset and analysis Jan 30, 2020 Automatic Speech Recognition Automatic Speech Recognition (ASR)
Code Code Available Improving speaker discrimination of target speech extraction with time-domain SpeakerBeam Jan 23, 2020 Speaker Identification Speech Extraction
Code Code Available Audio-visual Recognition of Overlapped speech for the LRS2 dataset Jan 6, 2020 Audio-Visual Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Temporal-Spatial Neural Filter: Direction Informed End-to-End Multi-channel Target Speech Separation Jan 2, 2020 Speech Separation
— Unverified Utterance-level Permutation Invariant Training with Latency-controlled BLSTM for Single-channel Multi-talker Speech Separation Dec 25, 2019 Speech Separation
— Unverified End-to-end training of time domain audio separation and recognition Dec 18, 2019 Speaker Recognition speech-recognition
— Unverified A Unified Framework for Speech Separation Dec 17, 2019 Speech Separation
— Unverified Advances in Online Audio-Visual Meeting Transcription Dec 10, 2019 Sound Source Localization speaker-diarization
— Unverified MITAS: A Compressed Time-Domain Audio Separation Network with Parameter Sharing Dec 9, 2019 Speech Separation
— Unverified Audio-Visual Target Speaker Enhancement on Multi-Talker Environment using Event-Driven Cameras Dec 5, 2019 Optical Flow Estimation Speech Separation
— Unverified Improving Voice Separation by Incorporating End-to-end Speech Recognition Nov 29, 2019 Automatic Speech Recognition Automatic Speech Recognition (ASR)
Code Code Available Demystifying TasNet: A Dissecting Approach Nov 20, 2019 Speech Separation
— Unverified Sequential Multi-Frame Neural Beamforming for Speech Separation and Enhancement Nov 18, 2019 Speaker Separation Speech Enhancement
— Unverified Onssen: an open-source speech separation and enhancement library Nov 3, 2019 Deep Clustering speech-recognition
Code Code Available End-to-end Microphone Permutation and Number Invariant Multi-channel Speech Separation Oct 30, 2019 Speech Separation
Code Code Available Parrotron: An End-to-End Speech-to-Speech Conversion Model and its Applications to Hearing-Impaired Speech and Speech Separation Oct 29, 2019 Speech Separation
— Unverified Mixup-breakdown: a consistency training method for improving generalization of speech separation models Oct 28, 2019 Speech Separation
— Unverified 