6 papers · 1 filter
PhysicsSliders: Learning Physical Controls for Audio Foley Generation
Peiwei Chang, Yongqiang Chen, Yuelan Cheng +6
Physical properties provide intuitive controls for sounds made by interacting objects. The challenge is to make a generative model respond predictably to these controls, both indiv…
RFM-Editing 2: Text-Guided Audio Editing with Rectified Flow Matching and Coarse-to-Fine Diffusion Transformers
Liting Gao, Yonggang Zhu, Yaru Chen +5
Audio editing aims to modify specific content in an existing audio clip according to a text instruction or description while preserving the remaining acoustic content. Despite the…
Grammar-Guided Hierarchical Parsing for Long-form Audio Activity Recognition
Peng Zhang, Qingyu Luo, Philip J. B. Jackson +1
Long-form audio exhibits an inherent hierarchy: fine-grained events form sub-activities, which in turn constitute higher-level activities. Prior work often models these levels sepa…
COMET: Concept Space Dissection of the Modality Gap in Audio-Text Multimodal Contrastive Embeddings
Yonggang Zhu, Liting Gao, Aidong Men +1
Contrastive Language-Audio Pretraining (CLAP) models are widely used for audio understanding and support modality-agnostic condition swapping in many zero-shot applications. Howeve…
The Interspeech 2026 Audio Encoder Capability Challenge for Large Audio Language Models
Heinrich Dinkel, Jiahao Zhou, Guanbo Wang +8
This paper presents the Interspeech 2026 Audio Encoder Capability Challenge, a benchmark specifically designed to evaluate and advance the performance of pre-trained audio encoders…
RFM-Editing: Rectified Flow Matching for Text-guided Audio Editing
Liting Gao, Yi Yuan, Yaru Chen +5
Diffusion models have shown remarkable progress in text-to-audio generation. However, text-guided audio editing remains in its early stages. This task focuses on modifying the targ…