Cover Image

TSPE: Task-Specific Prompt Ensemble for Improved Zero-Shot Audio Classification

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Anand, Nishit, Seth, Ashish, Duraiswami, Ramani, Manocha, Dinesh
Format:	Preprint
Published:	2024
Subjects:	Sound Artificial Intelligence Computation and Language Machine Learning Audio and Speech Processing
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

MMAU: A Massive Multi-Task Audio Understanding and Reasoning Benchmark
by: Sakshi, S, et al.
Published: (2024)

ReCLAP: Improving Zero Shot Audio Classification by Describing Sounds
by: Ghosh, Sreyan, 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)

RECAP: Retrieval-Augmented Audio Captioning
by: Ghosh, Sreyan, et al.
Published: (2023)

CompA: Addressing the Gap in Compositional Reasoning in Audio-Language Models
by: Ghosh, Sreyan, et al.
Published: (2023)

PAT: Parameter-Free Audio-Text Aligner to Boost Zero-Shot Audio Classification
by: Seth, Ashish, et al.
Published: (2024)

Audio Flamingo 3: Advancing Audio Intelligence with Fully Open Large Audio Language Models
by: Goel, Arushi, et al.
Published: (2025)

Audio Flamingo Next: Next-Generation Open Audio-Language Models for Speech, Sound, and Music
by: Ghosh, Sreyan, et al.
Published: (2026)

LipGER: Visually-Conditioned Generative Error Correction for Robust Automatic Speech Recognition
by: Ghosh, Sreyan, et al.
Published: (2024)

Do Audio-Language Models Understand Linguistic Variations?
by: Selvakumar, Ramaneswaran, et al.
Published: (2024)

Room Impulse Response Synthesis via Differentiable Feedback Delay Networks for Efficient Spatial Audio Rendering
by: Gerami, Armin, et al.
Published: (2025)

EH-MAM: Easy-to-Hard Masked Acoustic Modeling for Self-Supervised Speech Representation Learning
by: Seth, Ashish, et al.
Published: (2024)

Multi-Domain Audio Question Answering Benchmark Toward Acoustic Content Reasoning
by: Yang, Chao-Han Huck, et al.
Published: (2025)

Expressive Prompting: Improving Emotion Intensity and Speaker Consistency in Zero-Shot TTS
by: Wang, Haoyu, et al.
Published: (2024)

SPUR: A Plug-and-Play Framework for Integrating Spatial Audio Understanding and Reasoning into Large Audio-Language Models
by: Sakshi, S, et al.
Published: (2025)

Mind the Prompt: Prompting Strategies in Audio Generations for Improving Sound Classification
by: Ronchini, Francesca, et al.
Published: (2025)

PALM: Few-Shot Prompt Learning for Audio Language Models
by: Hanif, Asif, et al.
Published: (2024)

Applying Automatic Differentiation to Optimize Differential Microphone Array Designs
by: Galougah, Siminfar Samakoush, et al.
Published: (2024)

Zero-Shot Cognitive Impairment Detection from Speech Using AudioLLM
by: Shahin, Mostafa, et al.
Published: (2025)

Prosody-Adaptable Audio Codecs for Zero-Shot Voice Conversion via In-Context Learning
by: Zhao, Junchuan, et al.
Published: (2025)

AHAMask: Reliable Task Specification for Large Audio Language Models without Instructions
by: Guo, Yiwei, et al.
Published: (2025)

Zero-Shot Voice Conversion via Content-Aware Timbre Ensemble and Conditional Flow Matching
by: Pan, Yu, et al.
Published: (2024)

JASTIN: Aligning LLMs for Zero-Shot Audio and Speech Evaluation via Natural Language Instructions
by: Zhang, Leying, et al.
Published: (2026)

Zero-Shot Parkinson's Disease Detection from Speech: Comparing Large Audio and Language Models
by: Kabir, Muhammad Ashad, et al.
Published: (2026)

Task-Specific Audio Coding for Machines: Machine-Learned Latent Features Are Codes for That Machine
by: Kuznetsova, Anastasia, et al.
Published: (2025)

MultiVerse: Efficient and Expressive Zero-Shot Multi-Task Text-to-Speech
by: Bak, Taejun, et al.
Published: (2024)

MPE-TTS: Customized Emotion Zero-Shot Text-To-Speech Using Multi-Modal Prompt
by: Wu, Zhichao, et al.
Published: (2025)

Unveiling Audio Deepfake Origins: A Deep Metric learning And Conformer Network Approach With Ensemble Fusion
by: Kulkarni, Ajinkya, et al.
Published: (2025)

Improving Respiratory Sound Classification with Architecture-Agnostic Knowledge Distillation from Ensembles
by: Toikkanen, Miika, et al.
Published: (2025)

Audio Contrastive-based Fine-tuning: Decoupling Representation Learning and Classification
by: Wang, Yang, et al.
Published: (2023)

SpeechComposer: Unifying Multiple Speech Tasks with Prompt Composition
by: Wu, Yihan, et al.
Published: (2024)

MECAT: A Multi-Experts Constructed Benchmark for Fine-Grained Audio Understanding Tasks
by: Niu, Yadong, et al.
Published: (2025)

Zero-Shot Speech LLMs for Multi-Aspect Evaluation of L2 Speech: Challenges and Opportunities
by: Parikh, Aditya Kamlesh, et al.
Published: (2026)

ModalityMirror: Improving Audio Classification in Modality Heterogeneity Federated Learning with Multimodal Distillation
by: Feng, Tiantian, et al.
Published: (2024)

MUGEN: Evaluating and Improving Multi-audio Understanding of Large Audio-Language Models
by: Yang, Chih-Kai, et al.
Published: (2026)

Improving Child Speech Recognition and Reading Mistake Detection by Using Prompts
by: Gao, Lingyun, et al.
Published: (2025)

Zero-Shot Audio Captioning Using Soft and Hard Prompts
by: Zhang, Yiming, et al.
Published: (2024)

IndexTTS2: A Breakthrough in Emotionally Expressive and Duration-Controlled Auto-Regressive Zero-Shot Text-to-Speech
by: Zhou, Siyi, et al.
Published: (2025)

All That Glitters Is Not Audio: Rethinking Text Priors and Audio Reliance in Audio-Language Evaluation
by: Foo, Leonardo Haw-Yang, et al.
Published: (2026)

AudioMarathon: A Comprehensive Benchmark for Long-Context Audio Understanding and Efficiency in Audio LLMs
by: He, Peize, et al.
Published: (2025)