Deep neural network Based Low-latency Speech Separation with Asymmetric analysis-Synthesis Window Pair Jun 22, 2021 Clustering Deep Clustering
— Unverified Teacher-Student MixIT for Unsupervised and Semi-supervised Speech Separation Jun 15, 2021 Speech Separation
— Unverified Dual-Path Filter Network: Speaker-Aware Modeling for Speech Separation Jun 14, 2021 Speech Separation
— Unverified Should We Always Separate?: Switching Between Enhanced and Observed Signals for Overlapping Speech Recognition Jun 2, 2021 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified A cappella: Audio-visual Singing Voice Separation Apr 20, 2021 Music Source Separation Speech Separation
Code Code Available Many-Speakers Single Channel Speech Separation with Optimal Permutation Training Apr 18, 2021 Speech Separation
Code Code Available MIMO Self-attentive RNN Beamformer for Multi-speaker Speech Separation Apr 17, 2021 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Streaming Multi-talker Speech Recognition with Joint Speaker Identification Apr 5, 2021 Speaker Identification speech-recognition
— Unverified Configurable Privacy-Preserving Automatic Speech Recognition Apr 1, 2021 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Guided Training: A Simple Method for Single-channel Speaker Separation Mar 26, 2021 Speaker Separation Speech Separation
— Unverified Looking into Your Speech: Learning Cross-modal Affinity for Audio-visual Speech Separation Mar 25, 2021 Audio-Visual Synchronization Speech Separation
— Unverified Blind Speech Separation and Dereverberation using Neural Beamforming Mar 24, 2021 Speaker Identification Speaker Separation
Code Code Available USTC-NELSLIP System Description for DIHARD-III Challenge Mar 19, 2021 Action Detection Activity Detection
— Unverified Continuous Speech Separation with Ad Hoc Microphone Arrays Mar 3, 2021 speech-recognition Speech Recognition
— Unverified Compute and memory efficient universal sound source separation Mar 3, 2021 Audio Source Separation Efficient Neural Network
Code Code Available Tune-In: Training Under Negative Environments with Interference for Attention Networks Simulating Cocktail Party Effect Mar 2, 2021 Speaker Verification Speech Separation
— Unverified Audio-Visual Speech Separation Using Cross-Modal Correspondence Loss Mar 2, 2021 Speech Separation
— Unverified Sandglasset: A Light Multi-Granularity Self-attentive Network For Time-Domain Speech Separation Mar 1, 2021 Computational Efficiency Speech Separation
Code Code Available Integration of deep learning with expectation maximization for spatial cue based speech separation in reverberant conditions Feb 26, 2021 BIG-bench Machine Learning blind source separation
— Unverified Dual-Path Modeling for Long Recording Speech Separation in Meetings Feb 23, 2021 Speech Separation
— Unverified End-to-End Dereverberation, Beamforming, and Speech Recognition with Improved Numerical Stability and Advanced Frontend Feb 23, 2021 Action Detection Activity Detection
— Unverified Time-Domain Speech Extraction with Spatial Information and Multi Speaker Conditioning Mechanism Feb 7, 2021 Speech Extraction speech-recognition
— Unverified Beam-Guided TasNet: An Iterative Speech Separation Framework with Multi-Channel Output Feb 5, 2021 blind source separation Speech Separation
Code Code Available Directional Sparse Filtering using Weighted Lehmer Mean for Blind Separation of Unbalanced Speech Mixtures Jan 30, 2021 Audio Source Separation blind source separation
Code Code Available Effective Low-Cost Time-Domain Audio Separation Using Globally Attentive Locally Recurrent Networks Jan 13, 2021 Speech Separation
Code Code Available VisualVoice: Audio-Visual Speech Separation with Cross-Modal Consistency Jan 8, 2021 Speech Separation
Code Code Available Multi-channel Multi-frame ADL-MVDR for Target Speech Separation Dec 24, 2020 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Continuous Speech Separation Using Speaker Inventory for Long Multi-talker Recording Dec 17, 2020 Clustering Speech Separation
— Unverified Group Communication with Context Codec for Lightweight Source Separation Dec 14, 2020 Decoder Speech Enhancement
Code Code Available 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 Audio-visual Multi-channel Integration and Recognition of Overlapped Speech Nov 16, 2020 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Block-Online Guided Source Separation Nov 16, 2020 Speech Separation
— 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 Distributed speech separation in spatially unconstrained microphone arrays Nov 2, 2020 Diversity Speech Separation
Code Code Available Stabilizing Label Assignment for Speech Separation by Self-supervised Pre-training Oct 29, 2020 Speaker Separation Speech Enhancement
Code Code Available Speakerfilter-Pro: an improved target speaker extractor combines the time domain and frequency domain Oct 25, 2020 Speech Separation
— Unverified Attention is All You Need in Speech Separation Oct 25, 2020 All Speech Separation
Code Code Available 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 Don't shoot butterfly with rifles: Multi-channel Continuous Speech Separation with Early Exit Transformer Oct 23, 2020 Speech Separation
Code Code Available 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 The Cone of Silence: Speech Separation by Localization Oct 12, 2020 Audio Source Separation Speech Separation
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