Image de couverture de livre

Bayesian Example Selection Improves In-Context Learning for Speech, Text, and Visual Modalities

Fuente: arXiv

Enregistré dans:

Détails bibliographiques
Auteurs principaux:	Wang, Siyin, Yang, Chao-Han Huck, Wu, Ji, Zhang, Chao
Format:	Preprint
Publié:	2024
Sujets:	Computation and Language Artificial Intelligence Computer Vision and Pattern Recognition Sound Audio and Speech Processing
Accès en ligne:	Acceder al recurso
Tags:	Ajouter un tag Pas de tags, Soyez le premier à ajouter un tag!

Documents similaires

Can Whisper perform speech-based in-context learning?
par: Wang, Siyin, et autres
Publié: (2023)

Audio Large Language Models Can Be Descriptive Speech Quality Evaluators
par: Chen, Chen, et autres
Publié: (2025)

Robust Zero-Shot Text-to-Speech Synthesis with Reverse Inference Optimization
par: Hu, Yuchen, et autres
Publié: (2024)

Benchmarking Japanese Speech Recognition on ASR-LLM Setups with Multi-Pass Augmented Generative Error Correction
par: Ko, Yuka, et autres
Publié: (2024)

Improving Audio Codec-based Zero-Shot Text-to-Speech Synthesis with Multi-Modal Context and Large Language Model
par: Xue, Jinlong, et autres
Publié: (2024)

Evolutionary Prompt Design for LLM-Based Post-ASR Error Correction
par: Sachdev, Rithik, et autres
Publié: (2024)

Improving Lip-synchrony in Direct Audio-Visual Speech-to-Speech Translation
par: Goncalves, Lucas, et autres
Publié: (2024)

UniWav: Towards Unified Pre-training for Speech Representation Learning and Generation
par: Liu, Alexander H., et autres
Publié: (2025)

DeSTA2: Developing Instruction-Following Speech Language Model Without Speech Instruction-Tuning Data
par: Lu, Ke-Han, et autres
Publié: (2024)

Multi-modal Speech Transformer Decoders: When Do Multiple Modalities Improve Accuracy?
par: Guan, Yiwen, et autres
Publié: (2024)

Enhancing Zero-shot Text-to-Speech Synthesis with Human Feedback
par: Chen, Chen, et autres
Publié: (2024)

ESPnet-SpeechLM: An Open Speech Language Model Toolkit
par: Tian, Jinchuan, et autres
Publié: (2025)

Enabling Auditory Large Language Models for Automatic Speech Quality Evaluation
par: Wang, Siyin, et autres
Publié: (2024)

Detecting the Undetectable: Assessing the Efficacy of Current Spoof Detection Methods Against Seamless Speech Edits
par: Huang, Sung-Feng, et autres
Publié: (2025)

HarmoniFuse: A Component-Selective and Prompt-Adaptive Framework for Multi-Task Speech Language Modeling
par: Si, Yuke, et autres
Publié: (2025)

Self-Powered LLM Modality Expansion for Large Speech-Text Models
par: Yu, Tengfei, et autres
Publié: (2024)

Emphasis Rendering for Conversational Text-to-Speech with Multi-modal Multi-scale Context Modeling
par: Liu, Rui, et autres
Publié: (2024)

Robust Audiovisual Speech Recognition Models with Mixture-of-Experts
par: Wu, Yihan, et autres
Publié: (2024)

CoLM-DSR: Leveraging Neural Codec Language Modeling for Multi-Modal Dysarthric Speech Reconstruction
par: Chen, Xueyuan, et autres
Publié: (2024)

Spontaneous Speech-Based Suicide Risk Detection Using Whisper and Large Language Models
par: Cui, Ziyun, et autres
Publié: (2024)

Face-StyleSpeech: Enhancing Zero-shot Speech Synthesis from Face Images with Improved Face-to-Speech Mapping
par: Kang, Minki, et autres
Publié: (2023)

IIANet: An Intra- and Inter-Modality Attention Network for Audio-Visual Speech Separation
par: Li, Kai, et autres
Publié: (2023)

TI-ASU: Toward Robust Automatic Speech Understanding through Text-to-speech Imputation Against Missing Speech Modality
par: Feng, Tiantian, et autres
Publié: (2024)

AlignVSR: Audio-Visual Cross-Modal Alignment for Visual Speech Recognition
par: Liu, Zehua, et autres
Publié: (2024)

Improving Accented Speech Recognition using Data Augmentation based on Unsupervised Text-to-Speech Synthesis
par: Do, Cong-Thanh, et autres
Publié: (2024)

Improving Speech Emotion Recognition in Under-Resourced Languages via Speech-to-Speech Translation with Bootstrapping Data Selection
par: Lin, Hsi-Che, et autres
Publié: (2024)

Enhancing Generalization of Speech Large Language Models with Multi-Task Behavior Imitation and Speech-Text Interleaving
par: Xie, Jingran, et autres
Publié: (2025)

Whispering LLaMA: A Cross-Modal Generative Error Correction Framework for Speech Recognition
par: Radhakrishnan, Srijith, et autres
Publié: (2023)

Dr. SHAP-AV: Decoding Relative Modality Contributions via Shapley Attribution in Audio-Visual Speech Recognition
par: Cappellazzo, Umberto, et autres
Publié: (2026)

XLAVS-R: Cross-Lingual Audio-Visual Speech Representation Learning for Noise-Robust Speech Perception
par: Han, HyoJung, et autres
Publié: (2024)

Continual Speech Learning with Fused Speech Features
par: Wang, Guitao, et autres
Publié: (2025)

Continuous Speech Tokenizer in Text To Speech
par: Li, Yixing, et autres
Publié: (2024)

Bridging Ears and Eyes: Analyzing Audio and Visual Large Language Models to Humans in Visible Sound Recognition and Reducing Their Sensory Gap via Cross-Modal Distillation
par: Jiang, Xilin, et autres
Publié: (2025)

PolySpeech: Exploring Unified Multitask Speech Models for Competitiveness with Single-task Models
par: Yang, Runyan, et autres
Publié: (2024)

Leveraging Large Language Models in Visual Speech Recognition: Model Scaling, Context-Aware Decoding, and Iterative Polishing
par: Liu, Zehua, et autres
Publié: (2025)

QualiSpeech: A Speech Quality Assessment Dataset with Natural Language Reasoning and Descriptions
par: Wang, Siyin, et autres
Publié: (2025)

SMILE: Speech Meta In-Context Learning for Low-Resource Language Automatic Speech Recognition
par: Hsu, Ming-Hao, et autres
Publié: (2024)

Seeing is Believing: Emotion-Aware Audio-Visual Language Modeling for Expressive Speech Generation
par: Tan, Weiting, et autres
Publié: (2025)

Efficient Training for Multilingual Visual Speech Recognition: Pre-training with Discretized Visual Speech Representation
par: Kim, Minsu, et autres
Publié: (2024)

Closing the Modality Reasoning Gap for Speech Large Language Models
par: Wang, Chaoren, et autres
Publié: (2026)