{"total":53,"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":"2304.13731","title":"Text-to-Audio Generation using Instruction-Tuned LLM and Latent Diffusion Model","created":"2023-04-24","cited_by_count":145,"area":"lr"},{"id":"2202.05256","title":"Conditional Diffusion Probabilistic Model for Speech Enhancement","created":"2022-02-10","cited_by_count":132,"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":"2206.03065","title":"Universal Speech Enhancement with Score-based Diffusion","created":"2022-06-07","cited_by_count":75,"area":null},{"id":"2404.07771","title":"An Overview of Diffusion Models: Applications, Guided Generation, Statistical Rates and Optimization","created":"2024-04-11","cited_by_count":73,"area":"diffusion"},{"id":"2303.13336","title":"A Survey on Audio Diffusion Models: Text To Speech Synthesis and Enhancement in Generative AI","created":"2023-03-23","cited_by_count":68,"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":"2306.04542","title":"On the Design Fundamentals of Diffusion Models: A Survey","created":"2023-06-07","cited_by_count":60,"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":"2205.14807","title":"BinauralGrad: A Two-Stage Conditional Diffusion Probabilistic Model for Binaural Audio Synthesis","created":"2022-05-30","cited_by_count":44,"area":"diffusion"},{"id":"2210.17327","title":"Diffusion-based Generative Speech Source Separation","created":"2022-10-31","cited_by_count":41,"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":"2402.09821","title":"Diffusion Models for Audio Restoration","created":"2024-02-15","cited_by_count":32,"area":"diffusion"},{"id":"2211.02527","title":"Cold Diffusion for Speech Enhancement","created":"2022-11-04","cited_by_count":31,"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":"2210.15793","title":"Conditioning and Sampling in Variational Diffusion Models for Speech Super-Resolution","created":"2022-10-27","cited_by_count":20,"area":"diffusion"},{"id":"2307.05527","title":"The Ethical Implications of Generative Audio Models: A Systematic Literature Review","created":"2023-07-07","cited_by_count":18,"area":null},{"id":"2309.09677","title":"Single and Few-step Diffusion for Generative Speech Enhancement","created":"2023-09-18","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":"2210.16805","title":"SRTNet: Time Domain Speech Enhancement Via Stochastic Refinement","created":"2022-10-30","cited_by_count":12,"area":"diffusion"},{"id":"2302.11989","title":"Metric-oriented Speech Enhancement using Diffusion Probabilistic Model","created":"2023-02-23","cited_by_count":11,"area":"diffusion"},{"id":"2309.16421","title":"Distilling ODE Solvers of Diffusion Models into Smaller Steps","created":"2023-09-28","cited_by_count":11,"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":"2211.04332","title":"DiffPhase: Generative Diffusion-based STFT Phase Retrieval","created":"2022-11-08","cited_by_count":8,"area":"diffusion"},{"id":"2312.02683","title":"Diffusion-Based Speech Enhancement in Matched and Mismatched Conditions Using a Heun-Based Sampler","created":"2023-12-05","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":"2402.00811","title":"An Analysis of the Variance of Diffusion-based Speech Enhancement","created":"2024-02-01","cited_by_count":5,"area":"diffusion"},{"id":"2402.03808","title":"SDEMG: Score-based Diffusion Model for Surface Electromyographic Signal Denoising","created":"2024-02-06","cited_by_count":5,"area":"diffusion"},{"id":"2405.16952","title":"A Variance-Preserving Interpolation Approach for Diffusion Models with Applications to Single Channel Speech Enhancement and Recognition","created":"2024-05-27","cited_by_count":5,"area":"diffusion"},{"id":"2406.00146","title":"A Survey of Deep Learning Audio Generation Methods","created":"2024-05-31","cited_by_count":5,"area":null},{"id":"2310.04791","title":"Conditional Diffusion Model for Target Speaker Extraction","created":"2023-10-07","cited_by_count":4,"area":"diffusion"},{"id":"2509.25275","title":"VoiceBridge: General Speech Restoration with One-step Latent Bridge Models","created":"2025-09-28","cited_by_count":4,"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":"2406.06160","title":"The Effect of Training Dataset Size on Discriminative and Diffusion-Based Speech Enhancement Systems","created":"2024-06-10","cited_by_count":3,"area":"diffusion"},{"id":"2503.06375","title":"ProSE: Diffusion Priors for Speech Enhancement","created":"2025-03-09","cited_by_count":3,"area":"diffusion"},{"id":"2309.08320","title":"Diff-SV: A Unified Hierarchical Framework for Noise-Robust Speaker Verification Using Score-Based Diffusion Probabilistic Models","created":"2023-09-14","cited_by_count":2,"area":"diffusion"},{"id":"2312.06118","title":"ROSE: A Recognition-Oriented Speech Enhancement Framework in Air Traffic Control Using Multi-Objective Learning","created":"2023-12-11","cited_by_count":2,"area":null},{"id":"2406.07646","title":"Pre-training Feature Guided Diffusion Model for Speech Enhancement","created":"2024-06-11","cited_by_count":2,"area":"diffusion"},{"id":"2510.18744","title":"Diffusion Buffer for Online Generative Speech Enhancement","created":"2025-10-21","cited_by_count":2,"area":null},{"id":"2406.09154","title":"Diffusion Gaussian Mixture Audio Denoise","created":"2024-06-13","cited_by_count":1,"area":"diffusion"},{"id":"2511.11686","title":"Regularized Schr\\\"odinger Bridge via Distortion-Perception Perturbation for High-Fidelity Speech Enhancement","created":"2025-11-12","cited_by_count":1,"area":null},{"id":"2307.02244","title":"Self-supervised learning with diffusion-based multichannel speech enhancement for speaker verification under noisy conditions","created":"2023-07-05","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":"2510.04157","title":"GDiffuSE: Diffusion-based speech enhancement with noise model guidance","created":"2025-10-05","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":"2604.12246","title":"TokenSE: a Mamba-based discrete token speech enhancement framework for cochlear implants","created":"2026-04-14","cited_by_count":0,"area":"ssm"},{"id":"2605.10256","title":"A Cold Diffusion Approach for Percussive Dereverberation","created":"2026-05-11","cited_by_count":0,"area":null},{"id":"2607.29148","title":"Exploring Efficient Waveform Diffusion Models for Foley Sound Generation","created":"2026-07-31","cited_by_count":0,"area":"diffusion"},{"id":"2609.07226","title":"Iterative Audio Separation with Mixture Consistency via MIMO Model Extension","created":"2026-09-07","cited_by_count":0,"area":null},{"id":"2610.14697","title":"AlignAudio: A Unified Dual-Alignment Framework for Noise-Robust Speech-Conditioned Generation","created":"2026-10-10","cited_by_count":0,"area":"diffusion"}],"next_cursor":null}