{"total":99,"rows":[{"id":"2209.15200","title":"An efficient encoder-decoder architecture with top-down attention for speech separation","created":"2022-09-30","cited_by_count":38,"area":null},{"id":"2104.02775","title":"Looking into Your Speech: Learning Cross-modal Affinity for Audio-visual Speech Separation","created":"2021-03-25","cited_by_count":27,"area":null},{"id":"2112.07891","title":"Zero-shot Audio Source Separation through Query-based Learning from Weakly-labeled Data","created":"2021-12-15","cited_by_count":27,"area":null},{"id":"2302.11824","title":"MossFormer: Pushing the Performance Limit of Monaural Speech Separation using Gated Single-Head Transformer with Convolution-Augmented Joint Self-Attentions","created":"2023-02-23","cited_by_count":27,"area":null},{"id":"2202.03416","title":"Deep Impulse Responses: Estimating and Parameterizing Filters with Deep Networks","created":"2022-02-07","cited_by_count":20,"area":null},{"id":"2204.00540","title":"End-to-End Integration of Speech Recognition, Speech Enhancement, and Self-Supervised Learning Representation","created":"2022-04-01","cited_by_count":17,"area":null},{"id":"2205.11801","title":"SepIt: Approaching a Single Channel Speech Separation Bound","created":"2022-05-24","cited_by_count":16,"area":null},{"id":"2107.01545","title":"Towards Neural Diarization for Unlimited Numbers of Speakers Using Global and Local Attractors","created":"2021-07-04","cited_by_count":15,"area":null},{"id":"2302.09908","title":"A Sidecar Separator Can Convert a Single-Talker Speech Recognition System to a Multi-Talker One","created":"2023-02-20","cited_by_count":13,"area":null},{"id":"2404.07336","title":"PEAVS: Perceptual Evaluation of Audio-Visual Synchrony Grounded in Viewers' Opinion Scores","created":"2024-04-10","cited_by_count":13,"area":null},{"id":"2211.01839","title":"HyperSound: Generating Implicit Neural Representations of Audio Signals with Hypernetworks","created":"2022-11-03","cited_by_count":12,"area":null},{"id":"2104.08955","title":"Many-Speakers Single Channel Speech Separation with Optimal Permutation Training","created":"2021-04-18","cited_by_count":11,"area":null},{"id":"2111.08195","title":"MoRe-Fi: Motion-robust and Fine-grained Respiration Monitoring via Deep-Learning UWB Radar","created":"2021-11-16","cited_by_count":11,"area":null},{"id":"2112.09382","title":"Discretization and Re-synthesis: an alternative method to solve the Cocktail Party Problem","created":"2021-12-17","cited_by_count":11,"area":null},{"id":"2206.09507","title":"Resource-Efficient Separation Transformer","created":"2022-06-19","cited_by_count":11,"area":null},{"id":"2302.04959","title":"Hypernetworks build Implicit Neural Representations of Sounds","created":"2023-02-09","cited_by_count":11,"area":null},{"id":"2405.06289","title":"Look Once to Hear: Target Speech Hearing with Noisy Examples","created":"2024-05-10","cited_by_count":11,"area":null},{"id":"2102.01326","title":"Multimodal Attention Fusion for Target Speaker Extraction","created":"2021-02-02","cited_by_count":10,"area":null},{"id":"2103.00819","title":"Sandglasset: A Light Multi-Granularity Self-attentive Network For Time-Domain Speech Separation","created":"2021-03-01","cited_by_count":10,"area":null},{"id":"2304.04974","title":"Wav2code: Restore Clean Speech Representations via Codebook Lookup for Noise-Robust ASR","created":"2023-04-11","cited_by_count":10,"area":null},{"id":"2101.05014","title":"Effective Low-Cost Time-Domain Audio Separation Using Globally Attentive Locally Recurrent Networks","created":"2021-01-13","cited_by_count":8,"area":null},{"id":"2111.02351","title":"Weight, Block or Unit? Exploring Sparsity Tradeoffs for Speech Enhancement on Tiny Neural Accelerators","created":"2021-11-03","cited_by_count":8,"area":null},{"id":"2112.05893","title":"Hybrid Neural Networks for On-device Directional Hearing","created":"2021-12-11","cited_by_count":8,"area":null},{"id":"2207.09514","title":"ESPnet-SE++: Speech Enhancement for Robust Speech Recognition, Translation, and Understanding","created":"2022-07-19","cited_by_count":8,"area":null},{"id":"2208.12387","title":"Music Separation Enhancement with Generative Modeling","created":"2022-08-26","cited_by_count":8,"area":null},{"id":"2212.11377","title":"ReVISE: Self-Supervised Speech Resynthesis with Visual Input for Universal and Generalized Speech Enhancement","created":"2022-12-21","cited_by_count":8,"area":null},{"id":"2301.04388","title":"Perceive and predict: self-supervised speech representation based loss functions for speech enhancement","created":"2023-01-11","cited_by_count":8,"area":null},{"id":"2309.02539","title":"A Generalized Bandsplit Neural Network for Cinematic Audio Source Separation","created":"2023-09-05","cited_by_count":8,"area":null},{"id":"2310.20446","title":"LAVSS: Location-Guided Audio-Visual Spatial Audio Separation","created":"2023-10-31","cited_by_count":8,"area":null},{"id":"2407.03495","title":"Codec-ASR: Training Performant Automatic Speech Recognition Systems with Discrete Speech Representations","created":"2024-07-03","cited_by_count":8,"area":null},{"id":"2204.06439","title":"Receptive Field Analysis of Temporal Convolutional Networks for Monaural Speech Dereverberation","created":"2022-04-13","cited_by_count":6,"area":null},{"id":"2404.01740","title":"Weakly-supervised Audio Separation via Bi-modal Semantic Similarity","created":"2024-04-02","cited_by_count":5,"area":null},{"id":"2408.07388","title":"DPSNN: Spiking Neural Network for Low-Latency Streaming Speech Enhancement","created":"2024-08-14","cited_by_count":5,"area":null},{"id":"2102.04945","title":"On permutation invariant training for speech source separation","created":"2021-02-09","cited_by_count":4,"area":null},{"id":"2110.04791","title":"Stepwise-Refining Speech Separation Network via Fine-Grained Encoding in High-order Latent Domain","created":"2021-10-10","cited_by_count":4,"area":null},{"id":"2202.02884","title":"Exploring Self-Attention Mechanisms for Speech Separation","created":"2022-02-06","cited_by_count":4,"area":null},{"id":"2303.07143","title":"Multi-Microphone Speaker Separation by Spatial Regions","created":"2023-03-13","cited_by_count":4,"area":null},{"id":"2305.09994","title":"BASEN: Time-Domain Brain-Assisted Speech Enhancement Network with Convolutional Cross Attention in Multi-talker Conditions","created":"2023-05-17","cited_by_count":4,"area":null},{"id":"2411.02019","title":"Modulating State Space Model with SlowFast Framework for Compute-Efficient Ultra Low-Latency Speech Enhancement","created":"2024-11-04","cited_by_count":4,"area":null},{"id":"2505.10975","title":"Survey of End-to-End Multi-Speaker Automatic Speech Recognition for Monaural Audio","created":"2025-05-16","cited_by_count":4,"area":null},{"id":"2508.14623","title":"A Study of the Scale Invariant Signal to Distortion Ratio in Speech Separation with Noisy References","created":"2025-08-20","cited_by_count":4,"area":null},{"id":"2510.22795","title":"SAO-Instruct: Free-form Audio Editing using Natural Language Instructions","created":"2025-10-26","cited_by_count":4,"area":null},{"id":"2107.00231","title":"Audiovisual Singing Voice Separation","created":"2021-07-01","cited_by_count":3,"area":null},{"id":"2111.00316","title":"Real-time Speaker counting in a cocktail party scenario using Attention-guided Convolutional Neural Network","created":"2021-10-30","cited_by_count":3,"area":null},{"id":"2111.09372","title":"BLOOM-Net: Blockwise Optimization for Masking Networks Toward Scalable and Efficient Speech Enhancement","created":"2021-11-17","cited_by_count":3,"area":null},{"id":"2203.16040","title":"Disentangling the Impacts of Language and Channel Variability on Speech Separation Networks","created":"2022-03-30","cited_by_count":3,"area":null},{"id":"2210.15305","title":"Deformable Temporal Convolutional Networks for Monaural Noisy Reverberant Speech Separation","created":"2022-10-27","cited_by_count":3,"area":null},{"id":"2212.00369","title":"Deep neural network techniques for monaural speech enhancement: state of the art analysis","created":"2022-12-01","cited_by_count":3,"area":null},{"id":"2310.06125","title":"On Time Domain Conformer Models for Monaural Speech Separation in Noisy Reverberant Acoustic Environments","created":"2023-10-09","cited_by_count":3,"area":null},{"id":"2402.17701","title":"Real-time Low-latency Music Source Separation using Hybrid Spectrogram-TasNet","created":"2024-02-27","cited_by_count":3,"area":null},{"id":"2603.09201","title":"The Radio-Frequency Transformer for Signal Separation","created":"2026-03-10","cited_by_count":3,"area":null},{"id":"2103.01461","title":"Tune-In: Training Under Negative Environments with Interference for Attention Networks Simulating Cocktail Party Effect","created":"2021-03-02","cited_by_count":2,"area":null},{"id":"2103.16149","title":"Time-domain Speech Enhancement with Generative Adversarial Learning","created":"2021-03-30","cited_by_count":2,"area":null},{"id":"2210.15370","title":"CasNet: Investigating Channel Robustness for Speech Separation","created":"2022-10-27","cited_by_count":2,"area":null},{"id":"2303.12002","title":"End-to-End Integration of Speech Separation and Voice Activity Detection for Low-Latency Diarization of Telephone Conversations","created":"2023-03-21","cited_by_count":2,"area":null},{"id":"2306.05887","title":"An Efficient Speech Separation Network Based on Recurrent Fusion Dilated Convolution and Channel Attention","created":"2023-06-09","cited_by_count":2,"area":null},{"id":"2308.11380","title":"Convoifilter: A case study of doing cocktail party speech recognition","created":"2023-08-22","cited_by_count":2,"area":null},{"id":"2309.17189","title":"RTFS-Net: Recurrent Time-Frequency Modelling for Efficient Audio-Visual Speech Separation","created":"2023-09-29","cited_by_count":2,"area":null},{"id":"2409.19270","title":"OpenSep: Leveraging Large Language Models with Textual Inversion for Open World Audio Separation","created":"2024-09-28","cited_by_count":2,"area":null},{"id":"2501.08047","title":"Gen-A: Generalizing Ambisonics Neural Encoding to Unseen Microphone Arrays","created":"2025-01-14","cited_by_count":2,"area":null},{"id":"2112.03533","title":"A Time-domain Real-valued Generalized Wiener Filter for Multi-channel Neural Separation Systems","created":"2021-12-07","cited_by_count":1,"area":null},{"id":"2203.04420","title":"Harmonicity Plays a Critical Role in DNN Based Versus in Biologically-Inspired Monaural Speech Segregation Systems","created":"2022-03-08","cited_by_count":1,"area":null},{"id":"2303.05896","title":"Distribution Preserving Source Separation With Time Frequency Predictive Models","created":"2023-03-10","cited_by_count":1,"area":null},{"id":"2307.16584","title":"Audio-visual video-to-speech synthesis with synthesized input audio","created":"2023-07-31","cited_by_count":1,"area":null},{"id":"2309.07138","title":"Blind Source Separation of Single-Channel Mixtures via Multi-Encoder Autoencoders","created":"2023-08-31","cited_by_count":1,"area":null},{"id":"2310.00268","title":"Unravel Anomalies: An End-to-end Seasonal-Trend Decomposition Approach for Time Series Anomaly Detection","created":"2023-09-30","cited_by_count":1,"area":null},{"id":"2312.07059","title":"LSTM-CNN Network for Audio Signature Analysis in Noisy Environments","created":"2023-12-12","cited_by_count":1,"area":null},{"id":"2406.08914","title":"Transcription-Free Fine-Tuning of Speech Separation Models for Noisy and Reverberant Multi-Speaker Automatic Speech Recognition","created":"2024-06-13","cited_by_count":1,"area":null},{"id":"2407.00888","title":"Papez: Resource-Efficient Speech Separation with Auditory Working Memory","created":"2024-07-01","cited_by_count":1,"area":null},{"id":"2501.18423","title":"DeepExtractor: Time-domain reconstruction of signals and glitches in gravitational wave data with deep learning","created":"2025-01-30","cited_by_count":1,"area":null},{"id":"2505.13094","title":"Time-Frequency-Based Attention Cache Memory Model for Real-Time Speech Separation","created":"2025-05-19","cited_by_count":1,"area":null},{"id":"2506.03530","title":"How Far Are We from Generating Missing Modalities with Foundation Models?","created":"2025-06-04","cited_by_count":1,"area":null},{"id":"2507.14516","title":"SDSC:A Structure-Aware Metric for Semantic Signal Representation Learning","created":"2025-07-19","cited_by_count":1,"area":null},{"id":"2101.04315","title":"Neural Network-based Virtual Microphone Estimator","created":"2021-01-12","cited_by_count":0,"area":null},{"id":"2103.13443","title":"Blind Speech Separation and Dereverberation using Neural Beamforming","created":"2021-03-24","cited_by_count":0,"area":null},{"id":"2106.13493","title":"Online Self-Attentive Gated RNNs for Real-Time Speaker Separation","created":"2021-06-25","cited_by_count":0,"area":null},{"id":"2106.14371","title":"Sparsely Overlapped Speech Training in the Time Domain: Joint Learning of Target Speech Separation and Personal VAD Benefits","created":"2021-06-28","cited_by_count":0,"area":null},{"id":"2108.10382","title":"Learning Sparse Analytic Filters for Piano Transcription","created":"2021-08-23","cited_by_count":0,"area":null},{"id":"2110.10593","title":"Progressive Learning for Stabilizing Label Selection in Speech Separation with Mapping-based Method","created":"2021-10-20","cited_by_count":0,"area":null},{"id":"2206.09556","title":"An Empirical Analysis on the Vulnerabilities of End-to-End Speech Segregation Models","created":"2022-06-20","cited_by_count":0,"area":null},{"id":"2208.02173","title":"Conv-NILM-Net, a causal and multi-appliance model for energy source separation","created":"2022-08-03","cited_by_count":0,"area":null},{"id":"2209.11905","title":"Speech Enhancement with Perceptually-motivated Optimization and Dual Transformations","created":"2022-09-24","cited_by_count":0,"area":null},{"id":"2210.06368","title":"Individualized Conditioning and Negative Distances for Speaker Separation","created":"2022-10-12","cited_by_count":0,"area":null},{"id":"2303.06585","title":"Improving the Intent Classification accuracy in Noisy Environment","created":"2023-03-12","cited_by_count":0,"area":null},{"id":"2304.02160","title":"Pac-HuBERT: Self-Supervised Music Source Separation via Primitive Auditory Clustering and Hidden-Unit BERT","created":"2023-04-04","cited_by_count":0,"area":null},{"id":"2305.01758","title":"Adversarial Generative NMF for Single Channel Source Separation","created":"2023-04-24","cited_by_count":0,"area":null},{"id":"2305.10652","title":"Speech Separation based on Contrastive Learning and Deep Modularization","created":"2023-05-18","cited_by_count":0,"area":null},{"id":"2308.00010","title":"Monaural Multi-Speaker Speech Separation Using Efficient Transformer Model","created":"2023-07-29","cited_by_count":0,"area":null},{"id":"2311.12199","title":"Improving Label Assignments Learning by Dynamic Sample Dropout Combined with Layer-wise Optimization in Speech Separation","created":"2023-11-20","cited_by_count":0,"area":null},{"id":"2405.20059","title":"Spectral Mapping of Singing Voices: U-Net-Assisted Vocal Segmentation","created":"2024-05-30","cited_by_count":0,"area":null},{"id":"2409.01352","title":"Spectron: Target Speaker Extraction using Conditional Transformer with Adversarial Refinement","created":"2024-09-02","cited_by_count":0,"area":null},{"id":"2504.08371","title":"Passive Underwater Acoustic Signal Separation based on Feature Decoupling Dual-path Network","created":"2025-04-11","cited_by_count":0,"area":null},{"id":"2505.03442","title":"Knowledge Distillation for Speech Denoising by Latent Representation Alignment with Cosine Distance","created":"2025-05-06","cited_by_count":0,"area":null},{"id":"2507.15970","title":"CIS-BWE: Chaos-Informed Speech Bandwidth Extension","created":"2025-07-21","cited_by_count":0,"area":null},{"id":"2510.01968","title":"Multi-bit Audio Watermarking","created":"2025-10-02","cited_by_count":0,"area":null},{"id":"2601.19533","title":"SLM-SS: Speech Language Model for Generative Speech Separation","created":"2026-01-27","cited_by_count":0,"area":null},{"id":"2602.04650","title":"Learning to Separate RF Signals Under Uncertainty: Detect-Then-Separate vs. Unified Joint Models","created":"2026-02-04","cited_by_count":0,"area":null},{"id":"2603.18082","title":"EgoAdapt: Enhancing Robustness in Egocentric Interactive Speaker Detection Under Missing Modalities","created":"2026-03-18","cited_by_count":0,"area":null},{"id":"2604.22324","title":"A Brain-Inspired Deep Separation Network for Single Channel Raman Spectra Unmixing","created":"2026-04-24","cited_by_count":0,"area":null}],"next_cursor":null}