| Conv-TasNet: Surpassing Ideal Time-Frequency Magnitude Masking for Speech Separation | Sep 20, 2018 | Multi-task Audio Source SeperationMusic Source Separation | CodeCode Available | 3 | 5 |
| VoiceFilter: Targeted Voice Separation by Speaker-Conditioned Spectrogram Masking | Oct 11, 2018 | Speaker RecognitionSpeaker Separation | CodeCode Available | 2 | 5 |
| Stabilizing Label Assignment for Speech Separation by Self-supervised Pre-training | Oct 29, 2020 | Speaker SeparationSpeech Enhancement | CodeCode Available | 1 | 5 |
| SepMamba: State-space models for speaker separation using Mamba | Oct 28, 2024 | MambaSpeaker Separation | CodeCode Available | 1 | 5 |
| Blind Speech Separation and Dereverberation using Neural Beamforming | Mar 24, 2021 | Speaker IdentificationSpeaker Separation | CodeCode Available | 1 | 5 |
| Multi-microphone Complex Spectral Mapping for Utterance-wise and Continuous Speech Separation | Oct 4, 2020 | Speaker SeparationSpeech Separation | CodeCode Available | 1 | 5 |
| Speech Separation Based on Multi-Stage Elaborated Dual-Path Deep BiLSTM with Auxiliary Identity Loss | Aug 6, 2020 | Speaker SeparationSpeech Separation | CodeCode Available | 1 | 5 |
| Single-Channel Multi-Speaker Separation using Deep Clustering | Jul 7, 2016 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | CodeCode Available | 1 | 5 |
| 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 | 5 |
| Divide and Conquer: A Deep CASA Approach to Talker-independent Monaural Speaker Separation | Apr 25, 2019 | ClusteringSpeaker Separation | CodeCode Available | 0 | 5 |
| Monaural Audio Speaker Separation with Source Contrastive Estimation | May 12, 2017 | ClusteringDescriptive | CodeCode Available | 0 | 5 |
| Deep attractor network for single-microphone speaker separation | Nov 27, 2016 | Speaker SeparationSpeech Separation | CodeCode Available | 0 | 5 |
| Neural separation of observed and unobserved distributions | Nov 30, 2018 | Speaker Separation | CodeCode Available | 0 | 5 |
| Efficient Area-based and Speaker-Agnostic Source Separation | Aug 19, 2024 | Efficient Neural NetworkSpeaker Separation | —Unverified | 0 | 0 |
| Binaural multichannel blind speaker separation with a causal low-latency and low-complexity approach | Dec 8, 2023 | Speaker Separation | —Unverified | 0 | 0 |
| Developing an Effective Training Dataset to Enhance the Performance of AI-based Speaker Separation Systems | Nov 13, 2024 | Speaker Separation | —Unverified | 0 | 0 |
| Mixture to Mixture: Leveraging Close-talk Mixtures as Weak-supervision for Speech Separation | Feb 14, 2024 | Speaker SeparationSpeech Separation | —Unverified | 0 | 0 |
| Deep neural network techniques for monaural speech enhancement: state of the art analysis | Dec 1, 2022 | Art AnalysisImage Generation | —Unverified | 0 | 0 |
| Sequential Multi-Frame Neural Beamforming for Speech Separation and Enhancement | Nov 18, 2019 | Speaker SeparationSpeech Enhancement | —Unverified | 0 | 0 |
| Location-based training for multi-channel talker-independent speaker separation | Oct 8, 2021 | Speaker Separation | —Unverified | 0 | 0 |
| Learning-based Robust Speaker Counting and Separation with the Aid of Spatial Coherence | Mar 13, 2023 | Speaker SeparationSpeech Separation | —Unverified | 0 | 0 |
| Deep Learning Based Phase Reconstruction for Speaker Separation: A Trigonometric Perspective | Nov 22, 2018 | Speaker Separation | —Unverified | 0 | 0 |
| Interactive Speech and Noise Modeling for Speech Enhancement | Dec 17, 2020 | DiversitySpeaker Separation | —Unverified | 0 | 0 |
| Individualized Conditioning and Negative Distances for Speaker Separation | Oct 12, 2022 | Speaker SeparationTriplet | —Unverified | 0 | 0 |
| Auxiliary Interference Speaker Loss for Target-Speaker Speech Recognition | Jun 26, 2019 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 | 0 |
