{"total":62,"rows":[{"id":"2404.18886","title":"A Survey on Diffusion Models for Time Series and Spatio-Temporal Data","created":"2024-04-29","cited_by_count":67,"area":"diffusion"},{"id":"2402.09821","title":"Diffusion Models for Audio Restoration","created":"2024-02-15","cited_by_count":32,"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":"2505.19476","title":"FlowSE: Efficient and High-Quality Speech Enhancement via Flow Matching","created":"2025-05-26","cited_by_count":17,"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":"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":"2306.12286","title":"Diffusion Posterior Sampling for Informed Single-Channel Dereverberation","created":"2023-06-21","cited_by_count":9,"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":"2405.04272","title":"BUDDy: Single-Channel Blind Unsupervised Dereverberation with Diffusion Models","created":"2024-05-07","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":"2406.13471","title":"Diffusion-based Generative Modeling with Discriminative Guidance for Streamable Speech Enhancement","created":"2024-06-19","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":"2409.11145","title":"High-Resolution Speech Restoration with Latent Diffusion Model","created":"2024-09-17","cited_by_count":8,"area":"diffusion"},{"id":"2402.15516","title":"GLA-Grad: A Griffin-Lim Extended Waveform Generation Diffusion Model","created":"2024-02-09","cited_by_count":6,"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":"2504.09381","title":"DiTSE: High-Fidelity Generative Speech Enhancement via Latent Diffusion Transformers","created":"2025-04-13","cited_by_count":6,"area":"diffusion"},{"id":"2505.14465","title":"FlowTSE: Target Speaker Extraction with Flow Matching","created":"2025-05-20","cited_by_count":6,"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":"2310.04791","title":"Conditional Diffusion Model for Target Speaker Extraction","created":"2023-10-07","cited_by_count":4,"area":"diffusion"},{"id":"2505.24576","title":"A Composite Predictive-Generative Approach to Monaural Universal Speech Enhancement","created":"2025-05-30","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":"2507.11925","title":"Schr\\\"odinger Bridge Consistency Trajectory Models for Speech Enhancement","created":"2025-07-16","cited_by_count":4,"area":"diffusion"},{"id":"2508.07558","title":"UniFlow: Unifying Speech Front-End Tasks via Continuous Generative Modeling","created":"2025-08-11","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":"2501.10052","title":"Conditional Latent Diffusion-Based Speech Enhancement Via Dual Context Learning","created":"2025-01-17","cited_by_count":3,"area":"diffusion"},{"id":"2509.24708","title":"SenSE: Semantic-Aware High-Fidelity Universal Speech Enhancement","created":"2025-09-29","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":"2602.18355","title":"Rethinking Flow and Diffusion Bridge Models for Speech Enhancement","created":"2026-02-20","cited_by_count":2,"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":"2503.09675","title":"Accelerating Diffusion Sampling via Exploiting Local Transition Coherence","created":"2025-03-12","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":"2509.15952","title":"Compose Yourself: Average-Velocity Flow Matching for One-Step Speech Enhancement","created":"2025-09-19","cited_by_count":1,"area":"diffusion"},{"id":"2512.10382","title":"Investigating training objective for flow matching-based speech enhancement","created":"2025-12-11","cited_by_count":1,"area":"diffusion"},{"id":"2602.03762","title":"Conditional Flow Matching for Visually-Guided Acoustic Highlighting","created":"2026-02-03","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":"2401.04283","title":"FADI-AEC: Fast Score Based Diffusion Model Guided by Far-end Signal for Acoustic Echo Cancellation","created":"2024-01-08","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":"2505.13983","title":"Combining Deterministic Enhanced Conditions with Dual-Streaming Encoding for Diffusion-Based Speech Enhancement","created":"2025-05-20","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":"2508.06842","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":"2508.21153","title":"WaveLLDM: Design and Development of a Lightweight Latent Diffusion Model for Speech Enhancement and Restoration","created":"2025-08-28","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":"2511.22293","title":"GLA-Grad++: An Improved Griffin-Lim Guided Diffusion Model for Speech Synthesis","created":"2025-11-27","cited_by_count":0,"area":"diffusion"},{"id":"2601.13140","title":"AMDM-SE: Attention-based Multichannel Diffusion Model for Speech Enhancement","created":"2026-01-19","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":"2603.04296","title":"FlowW2N: Whispered-to-Normal Speech Conversion via Flow-Matching","created":"2026-03-04","cited_by_count":0,"area":"diffusion"},{"id":"2603.12837","title":"Mask2Flow-TSE: Two-Stage Target Speaker Extraction with Masking and Flow Matching","created":"2026-03-13","cited_by_count":0,"area":"diffusion"},{"id":"2603.21608","title":"DiT-Flow: Speech Enhancement Robust to Multiple Distortions based on Flow Matching in Latent Space and Diffusion Transformers","created":"2026-03-23","cited_by_count":0,"area":"diffusion"},{"id":"2606.17806","title":"PhASE-Flow: Phonetic-Conditioned Acoustic Flow Matching in SSL Representation Domain for Speech Enhancement","created":"2026-06-16","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":"2606.24745","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"}],"next_cursor":null}