Embedding Recurrent Layers with Dual-Path Strategy in a Variant of Convolutional Network for Speaker-Independent Speech Separation Mar 25, 2022 Computational Efficiency Speech Separation
— Unverified Investigating self-supervised learning for speech enhancement and separation Mar 15, 2022 Self-Supervised Learning Speech Enhancement
— Unverified Harmonicity Plays a Critical Role in DNN Based Versus in Biologically-Inspired Monaural Speech Segregation Systems Mar 8, 2022 Adversarial Attack Speech Separation
— Unverified Audio-visual speech separation based on joint feature representation with cross-modal attention Mar 5, 2022 Optical Flow Estimation Speech Separation
— Unverified Royalflush Speaker Diarization System for ICASSP 2022 Multi-channel Multi-party Meeting Transcription Challenge Feb 10, 2022 speaker-diarization Speaker Diarization
— Unverified Exploring Self-Attention Mechanisms for Speech Separation Feb 6, 2022 Denoising Speech Enhancement
Code Code Available The RoyalFlush System of Speech Recognition for M2MeT Challenge Feb 3, 2022 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified SkiM: Skipping Memory LSTM for Low-Latency Real-Time Continuous Speech Separation Jan 26, 2022 Speech Separation
— Unverified Endpoint Detection for Streaming End-to-End Multi-talker ASR Jan 24, 2022 Sentence speech-recognition
— Unverified Discretization and Re-synthesis: an alternative method to solve the Cocktail Party Problem Dec 17, 2021 regression Speech Separation
— Unverified Directed Speech Separation for Automatic Speech Recognition of Long Form Conversational Speech Dec 10, 2021 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Multi-Channel Multi-Speaker ASR Using 3D Spatial Feature Nov 22, 2021 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified A Conformer-based ASR Frontend for Joint Acoustic Echo Cancellation, Speech Enhancement and Speech Separation Nov 18, 2021 Acoustic echo cancellation Automatic Speech Recognition
— Unverified Single-channel speech separation using Soft-minimum Permutation Invariant Training Nov 16, 2021 Speech Separation
— Unverified Inter-channel Conv-TasNet for multichannel speech enhancement Nov 8, 2021 Speech Enhancement Speech Separation
— Unverified Continuous Speech Separation with Recurrent Selective Attention Network Oct 28, 2021 speech-recognition Speech Recognition
— Unverified Separating Long-Form Speech with Group-Wise Permutation Invariant Training Oct 27, 2021 Form Speech Separation
— Unverified REAL-M: Towards Speech Separation on Real Mixtures Oct 20, 2021 Open-Ended Question Answering Speech Separation
Code Code Available Progressive Learning for Stabilizing Label Selection in Speech Separation with Mapping-based Method Oct 20, 2021 Speech Recognition Speech Separation
— Unverified All-neural beamformer for continuous speech separation Oct 13, 2021 All Automatic Speech Recognition
— Unverified VarArray: Array-Geometry-Agnostic Continuous Speech Separation Oct 12, 2021 Speech Separation
— Unverified Stepwise-Refining Speech Separation Network via Fine-Grained Encoding in High-order Latent Domain Oct 10, 2021 speech-recognition Speech Recognition
— Unverified North America Bixby Speaker Diarization System for the VoxCeleb Speaker Recognition Challenge 2021 Sep 28, 2021 Clustering speaker-diarization
— Unverified Continuous Streaming Multi-Talker ASR with Dual-path Transducers Sep 17, 2021 Speech Separation
— Unverified Complementing Handcrafted Features with Raw Waveform Using a Light-weight Auxiliary Model Sep 6, 2021 speech-recognition Speech Recognition
Code Code Available Improving Reverberant Speech Separation with Multi-stage Training and Curriculum Learning Jul 19, 2021 Speech Separation
— Unverified Separation Guided Speaker Diarization in Realistic Mismatched Conditions Jul 6, 2021 Clustering speaker-diarization
— Unverified A Comparative Study of Modular and Joint Approaches for Speaker-Attributed ASR on Monaural Long-Form Audio Jul 6, 2021 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Investigation of Practical Aspects of Single Channel Speech Separation for ASR Jul 5, 2021 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Sparsely Overlapped Speech Training in the Time Domain: Joint Learning of Target Speech Separation and Personal VAD Benefits Jun 28, 2021 Speech Separation
— Unverified 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 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 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 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 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 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 