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Zero-shot Audio Classification

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Showing 1–18 of 18 papers

TitleStatusHype
TSPE: Task-Specific Prompt Ensemble for Improved Zero-Shot Audio Classification—0
A sound description: Exploring prompt templates and class descriptions to enhance zero-shot audio classification—0
ReCLAP: Improving Zero Shot Audio Classification by Describing SoundsCode1
Multi-label Zero-Shot Audio Classification with Temporal Attention—0
Enhancing Audio-Language Models through Self-Supervised Post-Training with Text-Audio PairsCode0
Investigating the Emergent Audio Classification Ability of ASR Foundation ModelsCode0
CompA: Addressing the Gap in Compositional Reasoning in Audio-Language Models—0
LanguageBind: Extending Video-Language Pretraining to N-modality by Language-based Semantic AlignmentCode4
Exploring Meta Information for Audio-based Zero-shot Bird ClassificationCode0
ImageBind: One Embedding Space To Bind Them AllCode5
WavCaps: A ChatGPT-Assisted Weakly-Labelled Audio Captioning Dataset for Audio-Language Multimodal ResearchCode2
Zero-Shot Audio Classification using Image Embeddings—0
Connecting the Dots between Audio and Text without Parallel Data through Visual Knowledge Transfer—0
Connecting the Dots between Audio and Text without Parallel Data through Visual Knowledge TransferCode1
Sound-Guided Semantic Image ManipulationCode1
Zero-Shot Audio Classification with Factored Linear and Nonlinear Acoustic-Semantic Projections—0
Zero-Shot Audio Classification via Semantic Embeddings—0
Zero-Shot Audio Classification Based on Class Label Embeddings—0
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