ThinkSound presents a unified approach to any-modality-to-audio generation, leveraging Chain-of-Thought reasoning to guide the generation process. The framework uses flow matching as its core synthesis mechanism and supports diverse inputs including text descriptions, video, and images. This NeurIPS 2025 publication from FunAudioLLM targets tasks like foley sound synthesis, sound effect generation, and multimodal audio creation.