Ultra Fast Speech Separation Model with Teacher Student Learning Apr 27, 2022 Computational Efficiency Speech Separation
— Unverified Heterogeneous Separation Consistency Training for Adaptation of Unsupervised Speech Separation Apr 23, 2022 Speech Separation
— Unverified RadioSES: mmWave-Based Audioradio Speech Enhancement and Separation System Apr 14, 2022 Speech Enhancement Speech Separation
— Unverified Heterogeneous Target Speech Separation Apr 7, 2022 Speech Separation
— Unverified Leveraging Real Conversational Data for Multi-Channel Continuous Speech Separation Apr 7, 2022 Speech Separation
— Unverified Audio-visual multi-channel speech separation, dereverberation and recognition Apr 5, 2022 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Low-Latency Speech Separation Guided Diarization for Telephone Conversations Apr 5, 2022 Action Detection Activity Detection
Code Code Available Target Confusion in End-to-end Speaker Extraction: Analysis and Approaches Apr 4, 2022 blind source separation Metric Learning
— Unverified Speaker Extraction with Co-Speech Gestures Cue Mar 31, 2022 Speech Separation
Code Code Available EEND-SS: Joint End-to-End Neural Speaker Diarization and Speech Separation for Flexible Number of Speakers Mar 31, 2022 Decoder speaker-diarization
Code Code Available Coarse-to-Fine Recursive Speech Separation for Unknown Number of Speakers Mar 30, 2022 Speech Separation Target Speaker Extraction
— Unverified Disentangling the Impacts of Language and Channel Variability on Speech Separation Networks Mar 30, 2022 Speech Separation
Code Code Available Remix-cycle-consistent Learning on Adversarially Learned Separator for Accurate and Stable Unsupervised Speech Separation Mar 26, 2022 Speech Separation
— Unverified 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 VoViT: Low Latency Graph-based Audio-Visual Voice Separation Transformer Mar 8, 2022 Speech Separation
Code Code Available 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 MixCycle: Unsupervised Speech Separation via Cyclic Mixture Permutation Invariant Training Feb 8, 2022 Data Augmentation Speech Separation
Code Code Available 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 DPCCN: Densely-Connected Pyramid Complex Convolutional Network for Robust Speech Separation And Extraction Dec 27, 2021 Speech Extraction Speech Separation
Code Code Available 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 A Time-domain Real-valued Generalized Wiener Filter for Multi-channel Neural Separation Systems Dec 7, 2021 Speech Separation
Code Code Available 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 LiMuSE: Lightweight Multi-modal Speaker Extraction Nov 7, 2021 Model Compression Quantization
Code Code Available 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 Graph-PIT: Generalized permutation invariant training for continuous separation of arbitrary numbers of speakers Jul 30, 2021 Speech Separation
Code Code Available Improving Reverberant Speech Separation with Multi-stage Training and Curriculum Learning Jul 19, 2021 Speech Separation
— Unverified Multi-Task Audio Source Separation Jul 14, 2021 Audio Source Separation Multi-task Audio Source Seperation
Code Code Available 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 Separation Guided Speaker Diarization in Realistic Mismatched Conditions Jul 6, 2021 Clustering speaker-diarization
— 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 