Deep Ad-hoc Beamforming Based on Speaker Extraction for Target-Dependent Speech Separation Dec 1, 2020 channel selection Deep Learning
— Unverified Audio-visual Speech Separation with Adversarially Disentangled Visual Representation Nov 29, 2020 Speech Separation
— Unverified Multi-Decoder DPRNN: High Accuracy Source Counting and Separation Nov 24, 2020 Decoder Speech Separation
Code Code Available Ultra-Lightweight Speech Separation via Group Communication Nov 18, 2020 Quantization Speech Enhancement
— Unverified WPD++: An Improved Neural Beamformer for Simultaneous Speech Separation and Dereverberation Nov 18, 2020 Automatic Speech Recognition Automatic Speech Recognition (ASR)
Code Code Available Block-Online Guided Source Separation Nov 16, 2020 Speech Separation
— Unverified Audio-visual Multi-channel Integration and Recognition of Overlapped Speech Nov 16, 2020 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Surrogate Source Model Learning for Determined Source Separation Nov 11, 2020 model Speech Separation
— Unverified On End-to-end Multi-channel Time Domain Speech Separation in Reverberant Environments Nov 11, 2020 speech-recognition Speech Recognition
— Unverified ESPnet-se: end-to-end speech enhancement and separation toolkit designed for asr integration Nov 7, 2020 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Integration of speech separation, diarization, and recognition for multi-speaker meetings: System description, comparison, and analysis Nov 3, 2020 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Speakerfilter-Pro: an improved target speaker extractor combines the time domain and frequency domain Oct 25, 2020 Speech Separation
— Unverified X-TaSNet: Robust and Accurate Time-Domain Speaker Extraction Network Oct 24, 2020 Speech Separation
— Unverified Speech enhancement aided end-to-end multi-task learning for voice activity detection Oct 23, 2020 Action Detection Activity Detection
— Unverified Towards Listening to 10 People Simultaneously: An Efficient Permutation Invariant Training of Audio Source Separation Using Sinkhorn's Algorithm Oct 22, 2020 Audio Source Separation Speech Separation
— Unverified BERT for Joint Multichannel Speech Dereverberation with Spatial-aware Tasks Oct 21, 2020 Speech Dereverberation Speech Enhancement
— Unverified 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 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 Efficient Integration of Multi-channel Information for Speaker-independent Speech Separation Aug 11, 2020 Deep Clustering Open-Ended Question Answering
— Unverified 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 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 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 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 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 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 