PAT: Parameter-Free Audio-Text Aligner to Boost Zero-Shot Audio Classification
Fuente:
arXiv
Saved in:
| Main Authors: | Seth, Ashish, Selvakumar, Ramaneswaran, Kumar, Sonal, Ghosh, Sreyan, Manocha, Dinesh |
|---|---|
| Format: | Preprint |
| Published: |
2024
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Do Audio-Language Models Understand Linguistic Variations?
by: Selvakumar, Ramaneswaran, et al.
Published: (2024)
by: Selvakumar, Ramaneswaran, et al.
Published: (2024)
MMAU: A Massive Multi-Task Audio Understanding and Reasoning Benchmark
by: Sakshi, S, et al.
Published: (2024)
by: Sakshi, S, et al.
Published: (2024)
EH-MAM: Easy-to-Hard Masked Acoustic Modeling for Self-Supervised Speech Representation Learning
by: Seth, Ashish, et al.
Published: (2024)
by: Seth, Ashish, et al.
Published: (2024)
ReCLAP: Improving Zero Shot Audio Classification by Describing Sounds
by: Ghosh, Sreyan, et al.
Published: (2024)
by: Ghosh, Sreyan, et al.
Published: (2024)
CompA: Addressing the Gap in Compositional Reasoning in Audio-Language Models
by: Ghosh, Sreyan, et al.
Published: (2023)
by: Ghosh, Sreyan, et al.
Published: (2023)
RECAP: Retrieval-Augmented Audio Captioning
by: Ghosh, Sreyan, et al.
Published: (2023)
by: Ghosh, Sreyan, et al.
Published: (2023)
SILA: Signal-to-Language Augmentation for Enhanced Control in Text-to-Audio Generation
by: Kumar, Sonal, et al.
Published: (2024)
by: Kumar, Sonal, et al.
Published: (2024)
GAMA: A Large Audio-Language Model with Advanced Audio Understanding and Complex Reasoning Abilities
by: Ghosh, Sreyan, et al.
Published: (2024)
by: Ghosh, Sreyan, et al.
Published: (2024)
TSPE: Task-Specific Prompt Ensemble for Improved Zero-Shot Audio Classification
by: Anand, Nishit, et al.
Published: (2024)
by: Anand, Nishit, et al.
Published: (2024)
Audio Flamingo 2: An Audio-Language Model with Long-Audio Understanding and Expert Reasoning Abilities
by: Ghosh, Sreyan, et al.
Published: (2025)
by: Ghosh, Sreyan, et al.
Published: (2025)
Audio Flamingo 3: Advancing Audio Intelligence with Fully Open Large Audio Language Models
by: Goel, Arushi, et al.
Published: (2025)
by: Goel, Arushi, et al.
Published: (2025)
Synthio: Augmenting Small-Scale Audio Classification Datasets with Synthetic Data
by: Ghosh, Sreyan, et al.
Published: (2024)
by: Ghosh, Sreyan, et al.
Published: (2024)
Audiobox TTA-RAG: Improving Zero-Shot and Few-Shot Text-To-Audio with Retrieval-Augmented Generation
by: Yang, Mu, et al.
Published: (2024)
by: Yang, Mu, et al.
Published: (2024)
Zero-Shot Audio Captioning Using Soft and Hard Prompts
by: Zhang, Yiming, et al.
Published: (2024)
by: Zhang, Yiming, et al.
Published: (2024)
Multi-label Zero-Shot Audio Classification with Temporal Attention
by: Dogan, Duygu, et al.
Published: (2024)
by: Dogan, Duygu, et al.
Published: (2024)
Zero Shot Audio to Audio Emotion Transfer With Speaker Disentanglement
by: Dutta, Soumya, et al.
Published: (2024)
by: Dutta, Soumya, et al.
Published: (2024)
Can Quantized Audio Language Models Perform Zero-Shot Spoofing Detection?
by: Dutta, Bikash, et al.
Published: (2025)
by: Dutta, Bikash, et al.
Published: (2025)
On Class Separability Pitfalls In Audio-Text Contrastive Zero-Shot Learning
by: Tavares, Tiago, et al.
Published: (2024)
by: Tavares, Tiago, et al.
Published: (2024)
MMAU-Pro: A Challenging and Comprehensive Benchmark for Holistic Evaluation of Audio General Intelligence
by: Kumar, Sonal, et al.
Published: (2025)
by: Kumar, Sonal, et al.
Published: (2025)
AudioLCM: Text-to-Audio Generation with Latent Consistency Models
by: Liu, Huadai, et al.
Published: (2024)
by: Liu, Huadai, et al.
Published: (2024)
Zero-Shot Fake Video Detection by Audio-Visual Consistency
by: Li, Xiaolou, et al.
Published: (2024)
by: Li, Xiaolou, et al.
Published: (2024)
Zero-Shot Unsupervised and Text-Based Audio Editing Using DDPM Inversion
by: Manor, Hila, et al.
Published: (2024)
by: Manor, Hila, et al.
Published: (2024)
EzAudio: Enhancing Text-to-Audio Generation with Efficient Diffusion Transformer
by: Hai, Jiarui, et al.
Published: (2024)
by: Hai, Jiarui, et al.
Published: (2024)
FlashAudio: Rectified Flows for Fast and High-Fidelity Text-to-Audio Generation
by: Liu, Huadai, et al.
Published: (2024)
by: Liu, Huadai, et al.
Published: (2024)
AudioEditor: A Training-Free Diffusion-Based Audio Editing Framework
by: Jia, Yuhang, et al.
Published: (2024)
by: Jia, Yuhang, et al.
Published: (2024)
Failing Forward: Improving Generative Error Correction for ASR with Synthetic Data and Retrieval Augmentation
by: Ghosh, Sreyan, et al.
Published: (2024)
by: Ghosh, Sreyan, et al.
Published: (2024)
Refining Knowledge Transfer on Audio-Image Temporal Agreement for Audio-Text Cross Retrieval
by: Tsubaki, Shunsuke, et al.
Published: (2024)
by: Tsubaki, Shunsuke, et al.
Published: (2024)
AudioEval: Automatic Dual-Perspective and Multi-Dimensional Evaluation of Text-to-Audio-Generation
by: Wang, Hui, et al.
Published: (2025)
by: Wang, Hui, et al.
Published: (2025)
Multi-Domain Audio Question Answering Benchmark Toward Acoustic Content Reasoning
by: Yang, Chao-Han Huck, et al.
Published: (2025)
by: Yang, Chao-Han Huck, et al.
Published: (2025)
Enhancing Zero-shot Audio Classification using Sound Attribute Knowledge from Large Language Models
by: Xu, Xuenan, et al.
Published: (2024)
by: Xu, Xuenan, et al.
Published: (2024)
Listenable Maps for Zero-Shot Audio Classifiers
by: Paissan, Francesco, et al.
Published: (2024)
by: Paissan, Francesco, et al.
Published: (2024)
Cacophony: An Improved Contrastive Audio-Text Model
by: Zhu, Ge, et al.
Published: (2024)
by: Zhu, Ge, et al.
Published: (2024)
Enhancing Crowdsourced Audio for Text-to-Speech Models
by: Giraldo, José, et al.
Published: (2024)
by: Giraldo, José, et al.
Published: (2024)
Towards Weakly Supervised Text-to-Audio Grounding
by: Xu, Xuenan, et al.
Published: (2024)
by: Xu, Xuenan, et al.
Published: (2024)
AudioSpa: Spatializing Sound Events with Text
by: Feng, Linfeng, et al.
Published: (2025)
by: Feng, Linfeng, et al.
Published: (2025)
Towards Privacy-Preserving Audio Classification Systems
by: Chhaglani, Bhawana, et al.
Published: (2024)
by: Chhaglani, Bhawana, et al.
Published: (2024)
Angular Distance Distribution Loss for Audio Classification
by: Almudévar, Antonio, et al.
Published: (2024)
by: Almudévar, Antonio, et al.
Published: (2024)
Vision Language Models Are Few-Shot Audio Spectrogram Classifiers
by: Dixit, Satvik, et al.
Published: (2024)
by: Dixit, Satvik, et al.
Published: (2024)
AudioGAN: A Compact and Efficient Framework for Real-Time High-Fidelity Text-to-Audio Generation
by: Chung, HaeChun
Published: (2025)
by: Chung, HaeChun
Published: (2025)
Exploring Text-Queried Sound Event Detection with Audio Source Separation
by: Yin, Han, et al.
Published: (2024)
by: Yin, Han, et al.
Published: (2024)
Similar Items
-
Do Audio-Language Models Understand Linguistic Variations?
by: Selvakumar, Ramaneswaran, et al.
Published: (2024) -
MMAU: A Massive Multi-Task Audio Understanding and Reasoning Benchmark
by: Sakshi, S, et al.
Published: (2024) -
EH-MAM: Easy-to-Hard Masked Acoustic Modeling for Self-Supervised Speech Representation Learning
by: Seth, Ashish, et al.
Published: (2024) -
ReCLAP: Improving Zero Shot Audio Classification by Describing Sounds
by: Ghosh, Sreyan, et al.
Published: (2024) -
CompA: Addressing the Gap in Compositional Reasoning in Audio-Language Models
by: Ghosh, Sreyan, et al.
Published: (2023)