{"total":81,"rows":[{"id":"2208.05830","title":"Speech Enhancement and Dereverberation with Diffusion-based Generative Models","created":"2022-08-11","cited_by_count":197,"area":"diffusion"},{"id":"2212.11851","title":"StoRM: A Diffusion-based Stochastic Regeneration Model for Speech Enhancement and Dereverberation","created":"2022-12-22","cited_by_count":105,"area":"diffusion"},{"id":"2203.17004","title":"Speech Enhancement with Score-Based Generative Models in the Complex STFT Domain","created":"2022-03-31","cited_by_count":102,"area":"diffusion"},{"id":"2302.02257","title":"Multi-Source Diffusion Models for Simultaneous Music Generation and Separation","created":"2023-02-04","cited_by_count":63,"area":"diffusion"},{"id":"2301.12686","title":"GibbsDDRM: A Partially Collapsed Gibbs Sampler for Solving Blind Inverse Problems with Denoising Diffusion Restoration","created":"2023-01-30","cited_by_count":59,"area":"diffusion"},{"id":"2310.16338","title":"Generative Pre-training for Speech with Flow Matching","created":"2023-10-25","cited_by_count":55,"area":"diffusion"},{"id":"2210.17327","title":"Diffusion-based Generative Speech Source Separation","created":"2022-10-31","cited_by_count":41,"area":"diffusion"},{"id":"2506.19774","title":"Kling-Foley: Multimodal Diffusion Transformer for High-Quality Video-to-Audio Generation","created":"2025-06-24","cited_by_count":40,"area":"diffusion"},{"id":"2211.02397","title":"Analysing Diffusion-based Generative Approaches versus Discriminative Approaches for Speech Restoration","created":"2022-11-04","cited_by_count":34,"area":"diffusion"},{"id":"2408.06500","title":"Music2Latent: Consistency Autoencoders for Latent Audio Compression","created":"2024-08-12","cited_by_count":33,"area":"diffusion"},{"id":"2302.14748","title":"Reducing the Prior Mismatch of Stochastic Differential Equations for Diffusion-based Speech Enhancement","created":"2023-02-28","cited_by_count":30,"area":"diffusion"},{"id":"2406.09286","title":"FlowAVSE: Efficient Audio-Visual Speech Enhancement with Conditional Flow Matching","created":"2024-06-13","cited_by_count":23,"area":"diffusion"},{"id":"2508.06840","title":"FlowSE: Flow Matching-based Speech Enhancement","created":"2025-08-09","cited_by_count":21,"area":"diffusion"},{"id":"2301.10752","title":"Separate And Diffuse: Using a Pretrained Diffusion Model for Improving Source Separation","created":"2023-01-25","cited_by_count":15,"area":"diffusion"},{"id":"2308.03987","title":"Target Speech Extraction with Conditional Diffusion Model","created":"2023-08-08","cited_by_count":15,"area":"diffusion"},{"id":"2309.09677","title":"Single and Few-step Diffusion for Generative Speech Enhancement","created":"2023-09-18","cited_by_count":15,"area":"diffusion"},{"id":"2503.01485","title":"FlowDec: A flow-based full-band general audio codec with high perceptual quality","created":"2025-03-03","cited_by_count":15,"area":"diffusion"},{"id":"2210.17287","title":"Diffiner: A Versatile Diffusion-based Generative Refiner for Speech Enhancement","created":"2022-10-27","cited_by_count":14,"area":"diffusion"},{"id":"2403.11706","title":"Generalized Multi-Source Inference for Text Conditioned Music Diffusion Models","created":"2024-03-18","cited_by_count":13,"area":"diffusion"},{"id":"2407.03648","title":"High Fidelity Text-Guided Music Editing via Single-Stage Flow Matching","created":"2024-07-04","cited_by_count":13,"area":"diffusion"},{"id":"2409.12346","title":"Simultaneous Music Separation and Generation Using Multi-Track Latent Diffusion Models","created":"2024-09-18","cited_by_count":13,"area":"diffusion"},{"id":"2306.01432","title":"Audio-Visual Speech Enhancement with Score-Based Generative Models","created":"2023-06-02","cited_by_count":12,"area":"diffusion"},{"id":"2309.10450","title":"Unsupervised speech enhancement with diffusion-based generative models","created":"2023-09-19","cited_by_count":12,"area":"diffusion"},{"id":"2310.04567","title":"DPM-TSE: A Diffusion Probabilistic Model for Target Sound Extraction","created":"2023-10-06","cited_by_count":12,"area":"diffusion"},{"id":"2408.07472","title":"Unsupervised Blind Joint Dereverberation and Room Acoustics Estimation with Diffusion Models","created":"2024-08-14","cited_by_count":11,"area":"diffusion"},{"id":"2305.10734","title":"Diffusion-Based Speech Enhancement with Joint Generative and Predictive Decoders","created":"2023-05-18","cited_by_count":10,"area":"diffusion"},{"id":"2312.04370","title":"Investigating the Design Space of Diffusion Models for Speech Enhancement","created":"2023-12-07","cited_by_count":10,"area":"diffusion"},{"id":"2307.08029","title":"Noise-aware Speech Enhancement using Diffusion Probabilistic Model","created":"2023-07-16","cited_by_count":9,"area":"diffusion"},{"id":"2310.19581","title":"Seeing Through the Conversation: Audio-Visual Speech Separation based on Diffusion Model","created":"2023-10-30","cited_by_count":9,"area":"diffusion"},{"id":"2406.07461","title":"Noise-robust Speech Separation with Fast Generative Correction","created":"2024-06-11","cited_by_count":9,"area":"diffusion"},{"id":"2309.13874","title":"DDTSE: Discriminative Diffusion Model for Target Speech Extraction","created":"2023-09-25","cited_by_count":8,"area":"diffusion"},{"id":"2409.05116","title":"Diffusion-based Speech Enhancement with Schr\\\"odinger Bridge and Symmetric Noise Schedule","created":"2024-09-08","cited_by_count":8,"area":"diffusion"},{"id":"2505.16119","title":"Source Separation by Flow Matching","created":"2025-05-22","cited_by_count":8,"area":"diffusion"},{"id":"2306.00721","title":"UnDiff: Unsupervised Voice Restoration with Unconditional Diffusion Model","created":"2023-06-01","cited_by_count":7,"area":"diffusion"},{"id":"2309.10457","title":"Diffusion-based speech enhancement with a weighted generative-supervised learning loss","created":"2023-09-19","cited_by_count":7,"area":"diffusion"},{"id":"2406.06959","title":"Unleashing the Denoising Capability of Diffusion Prior for Solving Inverse Problems","created":"2024-06-11","cited_by_count":7,"area":"diffusion"},{"id":"2505.05657","title":"ArrayDPS: Unsupervised Blind Speech Separation with a Diffusion Prior","created":"2025-05-08","cited_by_count":7,"area":"diffusion"},{"id":"2406.06139","title":"Thunder : Unified Regression-Diffusion Speech Enhancement with a Single Reverse Step using Brownian Bridge","created":"2024-06-10","cited_by_count":6,"area":"diffusion"},{"id":"2306.08527","title":"Variance-Preserving-Based Interpolation Diffusion Models for Speech Enhancement","created":"2023-06-14","cited_by_count":5,"area":"diffusion"},{"id":"2309.08030","title":"AV2Wav: Diffusion-Based Re-synthesis from Continuous Self-supervised Features for Audio-Visual Speech Enhancement","created":"2023-09-14","cited_by_count":5,"area":"diffusion"},{"id":"2408.09792","title":"Unsupervised Composable Representations for Audio","created":"2024-08-19","cited_by_count":4,"area":"diffusion"},{"id":"2501.17578","title":"Music2Latent2: Audio Compression with Summary Embeddings and Autoregressive Decoding","created":"2025-01-29","cited_by_count":4,"area":"diffusion"},{"id":"2507.05688","title":"Robust One-step Speech Enhancement via Consistency Distillation","created":"2025-07-08","cited_by_count":4,"area":"diffusion"},{"id":"2512.18572","title":"MeanFlow-TSE: One-Step Generative Target Speaker Extraction with Mean Flow","created":"2025-12-21","cited_by_count":4,"area":"diffusion"},{"id":"2512.19442","title":"Real-Time Streamable Generative Speech Restoration with Flow Matching","created":"2025-12-22","cited_by_count":4,"area":"diffusion"},{"id":"2305.05857","title":"Diffusion-based Signal Refiner for Speech Enhancement and Separation","created":"2023-05-10","cited_by_count":3,"area":"diffusion"},{"id":"2401.08102","title":"DIFFRENT: A Diffusion Model for Recording Environment Transfer of Speech","created":"2024-01-16","cited_by_count":3,"area":"diffusion"},{"id":"2501.10052","title":"Conditional Latent Diffusion-Based Speech Enhancement Via Dual Context Learning","created":"2025-01-17","cited_by_count":3,"area":"diffusion"},{"id":"2508.20584","title":"Flowing Straighter with Conditional Flow Matching for Accurate Speech Enhancement","created":"2025-08-28","cited_by_count":3,"area":"diffusion"},{"id":"2510.16995","title":"Adaptive Deterministic Flow Matching for Target Speaker Extraction","created":"2025-10-19","cited_by_count":3,"area":"diffusion"},{"id":"2406.07646","title":"Pre-training Feature Guided Diffusion Model for Speech Enhancement","created":"2024-06-11","cited_by_count":2,"area":"diffusion"},{"id":"2506.02858","title":"DGMO: Training-Free Audio Source Separation through Diffusion-Guided Mask Optimization","created":"2025-06-03","cited_by_count":2,"area":"diffusion"},{"id":"2509.21522","title":"Shortcut Flow Matching for Speech Enhancement: Step-Invariant flows via single stage training","created":"2025-09-25","cited_by_count":2,"area":"diffusion"},{"id":"2602.18355","title":"Rethinking Flow and Diffusion Bridge Models for Speech Enhancement","created":"2026-02-20","cited_by_count":2,"area":"diffusion"},{"id":"2410.17834","title":"Non-intrusive Speech Quality Assessment with Diffusion Models Trained on Clean Speech","created":"2024-10-23","cited_by_count":1,"area":"diffusion"},{"id":"2412.06965","title":"Improving Music Source Separation with Diffusion and Consistency Refinement","created":"2024-12-09","cited_by_count":1,"area":"diffusion"},{"id":"2508.20859","title":"Leveraging Discriminative Latent Representations for Conditioning GAN-Based Speech Enhancement","created":"2025-08-28","cited_by_count":1,"area":"diffusion"},{"id":"2509.15085","title":"Real-Time Streaming Mel Vocoding with Generative Flow Matching","created":"2025-09-18","cited_by_count":1,"area":"diffusion"},{"id":"2509.15952","title":"Compose Yourself: Average-Velocity Flow Matching for One-Step Speech Enhancement","created":"2025-09-19","cited_by_count":1,"area":"diffusion"},{"id":"2606.20001","title":"Time-Unconditional Generative Speech Enhancement via Autonomous Rectified Flow","created":"2026-06-18","cited_by_count":1,"area":"diffusion"},{"id":"2409.09642","title":"Extract and Diffuse: Latent Integration for Improved Diffusion-based Speech and Vocal Enhancement","created":"2024-09-15","cited_by_count":0,"area":"diffusion"},{"id":"2502.13574","title":"RestoreGrad: Signal Restoration Using Conditional Denoising Diffusion Models with Jointly Learned Prior","created":"2025-02-19","cited_by_count":0,"area":"diffusion"},{"id":"2507.02391","title":"Posterior Transition Modeling for Unsupervised Diffusion-Based Speech Enhancement","created":"2025-07-03","cited_by_count":0,"area":"diffusion"},{"id":"2508.02071","title":"Unsupervised Multi-channel Speech Dereverberation via Diffusion","created":"2025-08-04","cited_by_count":0,"area":"diffusion"},{"id":"2508.06842","title":"Speech Enhancement based on cascaded two flows","created":"2025-08-09","cited_by_count":0,"area":"diffusion"},{"id":"2508.18833","title":"On the Application of Diffusion Models for Simultaneous Denoising and Dereverberation","created":"2025-08-26","cited_by_count":0,"area":"diffusion"},{"id":"2510.04157","title":"GDiffuSE: Diffusion-based speech enhancement with noise model guidance","created":"2025-10-05","cited_by_count":0,"area":"diffusion"},{"id":"2512.20314","title":"LP-CFM: Perceptual Invariance-Aware Conditional Flow Matching for Speech Modeling","created":"2025-12-23","cited_by_count":0,"area":"diffusion"},{"id":"2602.00568","title":"Dual-View Predictive Diffusion: Lightweight Speech Enhancement via Spectrogram-Image Synergy","created":"2026-01-31","cited_by_count":0,"area":"diffusion"},{"id":"2603.09508","title":"A Fast Solver for Interpolating Stochastic Differential Equation Diffusion Models for Speech Restoration","created":"2026-03-10","cited_by_count":0,"area":"diffusion"},{"id":"2603.10701","title":"AlphaFlowTSE: One-Step Generative Target Speaker Extraction via Conditional AlphaFlow","created":"2026-03-11","cited_by_count":0,"area":"diffusion"},{"id":"2605.04547","title":"Stage-adaptive audio diffusion modeling","created":"2026-05-06","cited_by_count":0,"area":"diffusion"},{"id":"2606.04570","title":"Flow-HOA: Generative Joint Optimization for Ambisonics Encoding via Flow Matching","created":"2026-06-03","cited_by_count":0,"area":"diffusion"},{"id":"2606.04921","title":"SURF: Separation via Unsupervised Remixing Flow","created":"2026-06-03","cited_by_count":0,"area":"diffusion"},{"id":"2606.05575","title":"SB-RF: Schr\\\"odinger Bridge Rectified Flow for One-Step Robust Speech Enhancement","created":"2026-06-04","cited_by_count":0,"area":"diffusion"},{"id":"2606.22591","title":"Bridging Self-Supervised Learning and Speech Enhancement: A Wav2Vec2-Conditioned Framework","created":"2026-06-21","cited_by_count":0,"area":"diffusion"},{"id":"2606.23064","title":"STAR-VAE: Structured Topology-Aware Regularization for Audio Reconstruction and Generation","created":"2026-06-22","cited_by_count":0,"area":"diffusion"},{"id":"2606.24745","title":"Beyond U-Net: A Latent-Representation-Aligned Skip-Free Backbone for Flow-Matching Speech Enhancement","created":"2026-06-23","cited_by_count":0,"area":"diffusion"},{"id":"2608.21188","title":"SlimDiffuSE: Towards Efficient Diffusion-Based Speech Enhancement using Slimmable Networks","created":"2026-08-21","cited_by_count":0,"area":"diffusion"},{"id":"2609.04525","title":"Discriminative Flow Matching: Beyond Time-Conditioning in Generative Restoration via Flow-State Representations","created":"2026-09-03","cited_by_count":0,"area":"diffusion"},{"id":"2609.33723","title":"GeoShrink: Accelerating Diffusion Transformers with Two Lines of Code","created":"2026-09-27","cited_by_count":0,"area":"diffusion"}],"next_cursor":null}