| Conv-TasNet: Surpassing Ideal Time-Frequency Magnitude Masking for Speech Separation | Sep 20, 2018 | Multi-task Audio Source SeperationMusic Source Separation | CodeCode Available | 3 |
| VoiceFilter: Targeted Voice Separation by Speaker-Conditioned Spectrogram Masking | Oct 11, 2018 | Speaker RecognitionSpeaker Separation | CodeCode Available | 2 |
| SepMamba: State-space models for speaker separation using Mamba | Oct 28, 2024 | MambaSpeaker Separation | CodeCode Available | 1 |
| AV-CrossNet: an Audiovisual Complex Spectral Mapping Network for Speech Separation By Leveraging Narrow- and Cross-Band Modeling | Jun 17, 2024 | Speaker SeparationSpeech Enhancement | CodeCode Available | 1 |
| Blind Speech Separation and Dereverberation using Neural Beamforming | Mar 24, 2021 | Speaker IdentificationSpeaker Separation | CodeCode Available | 1 |
| Stabilizing Label Assignment for Speech Separation by Self-supervised Pre-training | Oct 29, 2020 | Speaker SeparationSpeech Enhancement | CodeCode Available | 1 |
| Multi-microphone Complex Spectral Mapping for Utterance-wise and Continuous Speech Separation | Oct 4, 2020 | Speaker SeparationSpeech Separation | CodeCode Available | 1 |
| Speech Separation Based on Multi-Stage Elaborated Dual-Path Deep BiLSTM with Auxiliary Identity Loss | Aug 6, 2020 | Speaker SeparationSpeech Separation | CodeCode Available | 1 |
| Single-Channel Multi-Speaker Separation using Deep Clustering | Jul 7, 2016 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | CodeCode Available | 1 |
| SC-SOT: Conditioning the Decoder on Diarized Speaker Information for End-to-End Overlapped Speech Recognition | Jun 15, 2025 | Decoderspeaker-diarization | —Unverified | 0 |
| Multiple Speaker Separation from Noisy Sources in Reverberant Rooms using Relative Transfer Matrix | Mar 12, 2025 | Speaker Separation | —Unverified | 0 |
| VoiceVector: Multimodal Enrolment Vectors for Speaker Separation | Jan 2, 2025 | Speaker Separation | —Unverified | 0 |
| Developing an Effective Training Dataset to Enhance the Performance of AI-based Speaker Separation Systems | Nov 13, 2024 | Speaker Separation | —Unverified | 0 |
| Efficient Area-based and Speaker-Agnostic Source Separation | Aug 19, 2024 | Efficient Neural NetworkSpeaker Separation | —Unverified | 0 |
| SuperM2M: Supervised and Mixture-to-Mixture Co-Learning for Speech Enhancement and Noise-Robust ASR | Mar 15, 2024 | Speaker SeparationSpeech Enhancement | —Unverified | 0 |
| Mixture to Mixture: Leveraging Close-talk Mixtures as Weak-supervision for Speech Separation | Feb 14, 2024 | Speaker SeparationSpeech Separation | —Unverified | 0 |
| Spatial-Temporal Activity-Informed Diarization and Separation | Jan 30, 2024 | speaker-diarizationSpeaker Diarization | —Unverified | 0 |
| Boosting Unknown-number Speaker Separation with Transformer Decoder-based Attractor | Jan 23, 2024 | DecoderSpeaker Separation | —Unverified | 0 |
| Single-Microphone Speaker Separation and Voice Activity Detection in Noisy and Reverberant Environments | Jan 7, 2024 | Action DetectionActivity Detection | —Unverified | 0 |
| Binaural multichannel blind speaker separation with a causal low-latency and low-complexity approach | Dec 8, 2023 | Speaker Separation | —Unverified | 0 |
| Multi-channel Conversational Speaker Separation via Neural Diarization | Nov 15, 2023 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| Scenario-Aware Audio-Visual TF-GridNet for Target Speech Extraction | Oct 30, 2023 | Speaker SeparationSpeech Enhancement | —Unverified | 0 |
| UNSSOR: Unsupervised Neural Speech Separation by Leveraging Over-determined Training Mixtures | May 31, 2023 | Speaker SeparationSpeech Separation | —Unverified | 0 |
| Independent Vector Extraction Constrained on Manifold of Half-Length Filters | Apr 4, 2023 | Speaker Separation | —Unverified | 0 |
| Learning-based Robust Speaker Counting and Separation with the Aid of Spatial Coherence | Mar 13, 2023 | Speaker SeparationSpeech Separation | —Unverified | 0 |