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
— Unverified 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
— Unverified 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 