mlsanityData to 7 Oct 2026

Video-Guided Foley Sound Generation with Multimodal Controls

arXiv 2411.17698 ↗First posted 26 Nov 2024cs.CV cs.MM cs.SDcited by 49

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Abstract (arXiv)

Generating sound effects for videos often requires creating artistic sound effects that diverge significantly from real-life sources and flexible control in the sound design. To address this problem, we introduce MultiFoley, a model designed for video-guided sound generation that supports multimodal conditioning through text, audio, and video. Given a silent video and a text prompt, MultiFoley allows users to create clean sounds (e.g., skateboard wheels spinning without wind noise) or more whimsical sounds (e.g., making a lion's roar sound like a cat's meow). MultiFoley also allows users to choose reference audio from sound effects (SFX) libraries or partial videos for conditioning. A key novelty of our model lies in its joint training on both internet video datasets with low-quality audio and professional SFX recordings, enabling high-quality, full-bandwidth (48kHz) audio generation. Through automated evaluations and human studies, we demonstrate that MultiFoley successfully generates synchronized high-quality sounds across varied conditional inputs and outperforms existing methods. Please see our project page for video results: https://ificl.github.io/MultiFoley/

Key facts. Cited by 49 papers in the map (data through 7 Oct 2026). Builds on 86 of its 99 references that are in the map. First posted on arXiv 26 Nov 2024.

Builds on

86 of 99 references.

References · 86

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38 more
  1. 2022Prompt-to-Prompt Image Editing with Cross Attention Controlcited by 2,409
  2. 2021SDEdit: Guided Image Synthesis and Editing with Stochastic Differential Equationscited by 1,903
  3. 2022Imagen Video: High Definition Video Generation with Diffusion Modelscited by 1,765
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  20. 2017Objects that Soundcited by 254
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  33. 2024FoleyCrafter: Bring Silent Videos to Life with Lifelike and Synchronized Soundscited by 109
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Cited by year (2026 to 7 Oct)

Citing papers per year: 2024: 3; 2025: 26; 2026: 20.

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  1. 2024MMAudio: Taming Multimodal Joint Training for High-Quality Video-to-Audio Synthesiscited by 134
  2. 2025ThinkSound: Chain-of-Thought Reasoning in Multimodal Large Language Models for Audio Generation and Editingcited by 33
  3. 2025AudioX: A Unified Framework for Anything-to-Audio Generationcited by 25
  4. 2025KAD: No More FAD! An Effective and Efficient Evaluation Metric for Audio Generationcited by 24
  5. 2024AV-Link: Temporally-Aligned Diffusion Features for Cross-Modal Audio-Video Generationcited by 21
  6. 2024VinTAGe: Joint Video and Text Conditioning for Holistic Audio Generationcited by 16
  7. 2025Zero-Shot Audio-Visual Editing via Cross-Modal Delta Denoisingcited by 13
  8. 2025Guiding Audio Editing with Audio Language Modelcited by 11
  9. 2025VGGSounder: Audio-Visual Evaluations for Foundation Modelscited by 8
  10. 2026Omni2Sound: Towards Unified Video-Text-to-Audio Generationcited by 8
  11. 2025FoleyBench: A Benchmark For Video-to-Audio Modelscited by 6
  12. 2025EchoFoley: Event-Centric Hierarchical Control for Video Grounded Creative Sound Generationcited by 5
37 more
  1. 2025DeepSound-V1: Start to Think Step-by-Step in the Audio Generation from Videoscited by 4
  2. 2025SoundReactor: Frame-level Online Video-to-Audio Generationcited by 4
  3. 2026Exposure Bias Can Alleviate Itself via Directional and Frequency Rectification in Flow Matchingcited by 4
  4. 2025Sounding that Object: Interactive Object-Aware Image to Audio Generationcited by 3
  5. 2025VSSFlow: Unifying Video-conditioned Sound and Speech Generation via Joint Learningcited by 3
  6. 2025Foley Control: Aligning a Frozen Latent Text-to-Audio Model to Videocited by 3
  7. 2025Hear What Matters! Text-conditioned Selective Video-to-Audio Generationcited by 3
  8. 2025ViSAudio: End-to-End Video-Driven Binaural Spatial Audio Generationcited by 3
  9. 2026SonoWorld: From One Image to a 3D Audio-Visual Scenecited by 3
  10. 2025Step-by-Step Video-to-Audio Synthesis via Negative Audio Guidancecited by 2
  11. 2025Video Object Segmentation-Aware Audio Generationcited by 2
  12. 2026V2M-Zero: Zero-Pair Time-Aligned Video-to-Music Generationcited by 2
  13. 2026AC-Foley: Reference-Audio-Guided Video-to-Audio Synthesis with Acoustic Transfercited by 2
  14. 2026FoleyDirector: Fine-Grained Temporal Steering for Video-to-Audio Generation via Structured Scriptscited by 2
  15. 2025Sonify Anything: Towards Context-Aware Sonic Interactions in ARcited by 1
  16. 2025Detecting and Mitigating Insertion Hallucination in Video-to-Audio Generationcited by 1
  17. 2025Audio Palette: A Diffusion Transformer with Multi-Signal Conditioning for Controllable Foley Synthesiscited by 1
  18. 2025VibraVerse: A Large-Scale Geometry-Acoustics Alignment Dataset for Physically-Consistent Multimodal Learningcited by 1
  19. 2026OmniSonic: Towards Universal and Holistic Audio Generation from Video and Textcited by 1
  20. 2026FoleyDesigner: Immersive Stereo Foley Generation with Precise Spatio-Temporal Alignment for Film Clipscited by 1
  21. 2026VidAudio-Bench: Benchmarking V2A and VT2A Generation across Four Audio Categoriescited by 1
  22. 2026Benchmarking Single-Factor Physical Video-to-Audio Generationcited by 1
  23. 2026AudioX-Turbo: A Unified Framework for Efficient Anything-to-Audio Generationcited by 1
  24. 2025Enhance Generation Quality of Flow Matching V2A Model via Multi-Step CoT-Like Guidance and Combined Preference Optimizationcited by 0
  25. 2025Towards Video to Piano Music Generation with Chain-of-Perform Support Benchmarkscited by 0
  26. 2025LD-LAudio-V1: Video-to-Long-Form-Audio Generation Extension with Dual Lightweight Adapterscited by 0
  27. 2025SALSA-V: Shortcut-Augmented Long-form Synchronized Audio from Videoscited by 0
  28. 2025ReflexFlow: Rethinking Learning Objective for Exposure Bias Alleviation in Flow Matchingcited by 0
  29. 2026Single-step Controllable Music Bandwidth Extension With Flow Matchingcited by 0
  30. 2026PF-D2M: A Pose-free Diffusion Model for Universal Dance-to-Music Generationcited by 0
  31. 2026MMAudioReverbs: Video-Guided Acoustic Modeling for Dereverberation and Room Impulse Response Estimationcited by 0
  32. 2026CounterFlow: A Two-Phase Inference-Time Sampling for Counterfactual Video Foley Generationcited by 0
  33. 2026FoleyGenEx: Unified Video-to-Audio Generation with Multi-Modal Control, Temporal Alignment, and Semantic Precisioncited by 0
  34. 2026A Production-Oriented Framework for Evaluation of SFX Generationcited by 0
  35. 2026TimeSteer: Inference-Time Speech Scheduling in Joint Audio-Visual Diffusion Modelscited by 0
  36. 2026Joint and Cross-Modal Video-Audio Generation and Editing: A Unified Formulation and Design Taxonomycited by 0
  37. 2026Audible World Models: Spatially Aware Sound Generation for 3D Worldscited by 0