DualSep: A Light-weight dual-encoder convolutional recurrent network for real-time in-car speech separation Sep 13, 2024 CPU Speech Separation
— Unverified LibriheavyMix: A 20,000-Hour Dataset for Single-Channel Reverberant Multi-Talker Speech Separation, ASR and Speaker Diarization Sep 1, 2024 speaker-diarization Speaker Diarization
— Unverified Improving Generalization of Speech Separation in Real-World Scenarios: Strategies in Simulation, Optimization, and Evaluation Aug 28, 2024 Speech Separation
— Unverified Robustness of Speech Separation Models for Similar-pitch Speakers Jul 22, 2024 speech-recognition Speech Recognition
— Unverified TalTech-IRIT-LIS Speaker and Language Diarization Systems for DISPLACE 2024 Jul 17, 2024 speaker-diarization Speaker Diarization
— Unverified Knowledge boosting during low-latency inference Jul 9, 2024 Speech Separation
Code Code Available Audio-Visual Approach For Multimodal Concurrent Speaker Detection Jul 1, 2024 Multimodal Deep Learning speaker-diarization
— Unverified Enhanced Deep Speech Separation in Clustered Ad Hoc Distributed Microphone Environments Jun 14, 2024 Deep Learning Speech Separation
— Unverified Transcription-Free Fine-Tuning of Speech Separation Models for Noisy and Reverberant Multi-Speaker Automatic Speech Recognition Jun 13, 2024 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Multimodal Representation Loss Between Timed Text and Audio for Regularized Speech Separation Jun 12, 2024 Language Modeling Language Modelling
— Unverified Effects of Dataset Sampling Rate for Noise Cancellation through Deep Learning May 30, 2024 Speech Separation
— Unverified Cross-Talk Reduction May 30, 2024 Speech Separation
— Unverified Robust Active Speaker Detection in Noisy Environments Mar 27, 2024 Active Speaker Detection Speech Separation
— Unverified Probing Self-supervised Learning Models with Target Speech Extraction Feb 17, 2024 Self-Supervised Learning Speaker Identification
— Unverified Mixture to Mixture: Leveraging Close-talk Mixtures as Weak-supervision for Speech Separation Feb 14, 2024 Speaker Separation Speech Separation
— Unverified Boosting Unknown-number Speaker Separation with Transformer Decoder-based Attractor Jan 23, 2024 Decoder Speaker Separation
— Unverified Resource-constrained stereo singing voice cancellation Jan 22, 2024 Music Source Separation Speech Separation
— Unverified Multi-Input Multi-Output Target-Speaker Voice Activity Detection For Unified, Flexible, and Robust Audio-Visual Speaker Diarization Jan 16, 2024 Action Detection Activity Detection
— Unverified Hyperbolic Distance-Based Speech Separation Jan 7, 2024 Speech Separation
— Unverified Single-Microphone Speaker Separation and Voice Activity Detection in Noisy and Reverberant Environments Jan 7, 2024 Action Detection Activity Detection
— Unverified Improving Label Assignments Learning by Dynamic Sample Dropout Combined with Layer-wise Optimization in Speech Separation Nov 20, 2023 Speech Separation
— Unverified Seeing Through the Conversation: Audio-Visual Speech Separation based on Diffusion Model Oct 30, 2023 Speech Separation
— Unverified Real-time Speech Enhancement and Separation with a Unified Deep Neural Network for Single/Dual Talker Scenarios Oct 16, 2023 Speech Enhancement Speech Separation
— Unverified A Single Speech Enhancement Model Unifying Dereverberation, Denoising, Speaker Counting, Separation, and Extraction Oct 12, 2023 Denoising Speech Enhancement
— Unverified GASS: Generalizing Audio Source Separation with Large-scale Data Sep 29, 2023 Audio Source Separation Speech Separation
— Unverified Meeting Recognition with Continuous Speech Separation and Transcription-Supported Diarization Sep 28, 2023 Sentence Speech Separation
— Unverified SPGM: Prioritizing Local Features for enhanced speech separation performance Sep 22, 2023 Speech Separation
Code Code Available Combining TF-GridNet and Mixture Encoder for Continuous Speech Separation for Meeting Transcription Sep 15, 2023 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified TokenSplit: Using Discrete Speech Representations for Direct, Refined, and Transcript-Conditioned Speech Separation and Recognition Aug 21, 2023 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Improving Deep Attractor Network by BGRU and GMM for Speech Separation Aug 7, 2023 Speech Separation
— Unverified Monaural Multi-Speaker Speech Separation Using Efficient Transformer Model Jul 29, 2023 Computational Efficiency Speech Separation
— Unverified Exploring the Integration of Speech Separation and Recognition with Self-Supervised Learning Representation Jul 23, 2023 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Audio-visual End-to-end Multi-channel Speech Separation, Dereverberation and Recognition Jul 6, 2023 Speech Dereverberation Speech Enhancement
— Unverified Enhanced Neural Beamformer with Spatial Information for Target Speech Extraction Jun 28, 2023 Dimensionality Reduction Speech Extraction
— Unverified Mixture Encoder for Joint Speech Separation and Recognition Jun 21, 2023 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Multi-Loss Convolutional Network with Time-Frequency Attention for Speech Enhancement Jun 15, 2023 Speech Enhancement Speech Separation
— Unverified An Efficient Speech Separation Network Based on Recurrent Fusion Dilated Convolution and Channel Attention Jun 9, 2023 Computational Efficiency Decoder
— Unverified UNSSOR: Unsupervised Neural Speech Separation by Leveraging Over-determined Training Mixtures May 31, 2023 Speaker Separation Speech Separation
— Unverified An Experimental Review of Speaker Diarization methods with application to Two-Speaker Conversational Telephone Speech recordings May 29, 2023 Clustering speaker-diarization
— Unverified Locate and Beamform: Two-dimensional Locating All-neural Beamformer for Multi-channel Speech Separation May 18, 2023 All Speech Separation
— Unverified Speech Separation based on Contrastive Learning and Deep Modularization May 18, 2023 Contrastive Learning Self-Supervised Learning
— Unverified Diffusion-based Signal Refiner for Speech Separation May 10, 2023 Denoising Speech Enhancement
— Unverified AudioSlots: A slot-centric generative model for audio separation May 9, 2023 blind source separation Decoder
— Unverified Deep Learning for Joint Acoustic Echo and Acoustic Howling Suppression in Hybrid Meetings May 2, 2023 Speech Separation
— Unverified Multi-channel Speech Separation Using Spatially Selective Deep Non-linear Filters Apr 24, 2023 Speech Separation
— Unverified On Data Sampling Strategies for Training Neural Network Speech Separation Models Apr 14, 2023 Speech Separation
— Unverified End-to-End Integration of Speech Separation and Voice Activity Detection for Low-Latency Diarization of Telephone Conversations Mar 21, 2023 Action Detection Activity Detection
— Unverified Towards Real-Time Single-Channel Speech Separation in Noisy and Reverberant Environments Mar 14, 2023 Decoder Speech Separation
— Unverified Learning-based Robust Speaker Counting and Separation with the Aid of Spatial Coherence Mar 13, 2023 Speaker Separation Speech Separation
— Unverified Online Binaural Speech Separation of Moving Speakers With a Wavesplit Network Mar 13, 2023 Online Clustering Speaker Separation
— Unverified 