Fast Text-to-Audio Generation with One-Step Sampling via Energy-Scoring and Auxiliary Contextual Representation Distillation
Fuente:
arXiv
Saved in:
| Main Authors: | Huang, Kuan-Po, Lu, Bo-Ru, Kim, Byeonggeun, Lee, Mihee, Fabian, Zalan, Korzeniowski, Renard, Tang, Qingming, Steeg, Greg Ver, Lee, Hung-yi, Kao, Chieh-Chi, Wang, Chao |
|---|---|
| Format: | Preprint |
| Published: |
2026
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
IMPACT: Iterative Mask-based Parallel Decoding for Text-to-Audio Generation with Diffusion Modeling
by: Huang, Kuan-Po, et al.
Published: (2025)
by: Huang, Kuan-Po, et al.
Published: (2025)
Generative Audio Language Modeling with Continuous-valued Tokens and Masked Next-Token Prediction
by: Yang, Shu-wen, et al.
Published: (2025)
by: Yang, Shu-wen, et al.
Published: (2025)
Can Large Audio-Language Models Truly Hear? Tackling Hallucinations with Multi-Task Assessment and Stepwise Audio Reasoning
by: Kuan, Chun-Yi, et al.
Published: (2024)
by: Kuan, Chun-Yi, et al.
Published: (2024)
From Alignment to Advancement: Bootstrapping Audio-Language Alignment with Synthetic Data
by: Kuan, Chun-Yi, et al.
Published: (2025)
by: Kuan, Chun-Yi, et al.
Published: (2025)
AQUA-Bench: Beyond Finding Answers to Knowing When There Are None in Audio Question Answering
by: Kuan, Chun-Yi, et al.
Published: (2026)
by: Kuan, Chun-Yi, et al.
Published: (2026)
Teaching Audio-Aware Large Language Models What Does Not Hear: Mitigating Hallucinations through Synthesized Negative Samples
by: Kuan, Chun-Yi, et al.
Published: (2025)
by: Kuan, Chun-Yi, et al.
Published: (2025)
Portraits of Galapagos by Tui De Roy and Mark Jones [book review]
by: Ver Steeg, Gay
Published: (1991)
by: Ver Steeg, Gay
Published: (1991)
Galápagos: The Enchanted Isles by David Horwell [book review]
by: Ver Steeg, Gay
Published: ()
by: Ver Steeg, Gay
Published: ()
Making Sense Of Distributed Representations With Activation Spectroscopy
by: Reing, Kyle, et al.
Published: (2025)
by: Reing, Kyle, et al.
Published: (2025)
Local MAP Sampling for Diffusion Models
by: Zhang, Shaorong, et al.
Published: (2025)
by: Zhang, Shaorong, et al.
Published: (2025)
Learning Morphisms with Gauss-Newton Approximation for Growing Networks
by: Lawton, Neal, et al.
Published: (2024)
by: Lawton, Neal, et al.
Published: (2024)
Exploring the Design Space of Diffusion Bridge Models
by: Zhang, Shaorong, et al.
Published: (2024)
by: Zhang, Shaorong, et al.
Published: (2024)
AQAScore: Evaluating Semantic Alignment in Text-to-Audio Generation via Audio Question Answering
by: Kuan, Chun-Yi, et al.
Published: (2026)
by: Kuan, Chun-Yi, et al.
Published: (2026)
Do Prompts Really Prompt? Exploring the Prompt Understanding Capability of Whisper
by: Yang, Chih-Kai, et al.
Published: (2024)
by: Yang, Chih-Kai, et al.
Published: (2024)
Understanding Sounds, Missing the Questions: The Challenge of Object Hallucination in Large Audio-Language Models
by: Kuan, Chun-Yi, et al.
Published: (2024)
by: Kuan, Chun-Yi, et al.
Published: (2024)
Walking Through Uncertainty: An Empirical Study of Uncertainty Estimation for Audio-Aware Large Language Models
by: Kuan, Chun-Yi, et al.
Published: (2026)
by: Kuan, Chun-Yi, et al.
Published: (2026)
KG-LLM-Bench: A Scalable Benchmark for Evaluating LLM Reasoning on Textualized Knowledge Graphs
by: Markowitz, Elan, et al.
Published: (2025)
by: Markowitz, Elan, et al.
Published: (2025)
Measurement-Aligned Sampling for Inverse Problem
by: Zhang, Shaorong, et al.
Published: (2025)
by: Zhang, Shaorong, et al.
Published: (2025)
Is Your Diffusion Sampler Actually Correct? A Sampler-Centric Evaluation of Discrete Diffusion Language Models
by: Tang, Luhan, et al.
Published: (2026)
by: Tang, Luhan, et al.
Published: (2026)
Gender Bias in Instruction-Guided Speech Synthesis Models
by: Kuan, Chun-Yi, et al.
Published: (2025)
by: Kuan, Chun-Yi, et al.
Published: (2025)
Asymmetric Bias in Text-to-Image Generation with Adversarial Attacks
by: Shahgir, Haz Sameen, et al.
Published: (2023)
by: Shahgir, Haz Sameen, et al.
Published: (2023)
Multimodal Transformer Distillation for Audio-Visual Synchronization
by: Chen, Xuanjun, et al.
Published: (2022)
by: Chen, Xuanjun, et al.
Published: (2022)
Dataset-Distillation Generative Model for Speech Emotion Recognition
by: Ritter-Gutierrez, Fabian, et al.
Published: (2024)
by: Ritter-Gutierrez, Fabian, et al.
Published: (2024)
Enhancing Multilingual ASR for Unseen Languages via Language Embedding Modeling
by: Huang, Shao-Syuan, et al.
Published: (2024)
by: Huang, Shao-Syuan, et al.
Published: (2024)
Statistics of the Eastern Pacific Ocean tuna fishery, 1979 to 1992
by: Hinton, Michael G., et al.
Published: (1994)
by: Hinton, Michael G., et al.
Published: (1994)
Interpretable Diffusion via Information Decomposition
by: Kong, Xianghao, et al.
Published: (2023)
by: Kong, Xianghao, et al.
Published: (2023)
MMG: Mutual Information Estimation via the MMSE Gap in Diffusion
by: Yu, Longxuan, et al.
Published: (2025)
by: Yu, Longxuan, et al.
Published: (2025)
Zero Resource Code-switched Speech Benchmark Using Speech Utterance Pairs For Multiple Spoken Languages
by: Huang, Kuan-Po, et al.
Published: (2023)
by: Huang, Kuan-Po, et al.
Published: (2023)
When Silence Matters: The Impact of Irrelevant Audio on Text Reasoning in Large Audio-Language Models
by: Li, Chen-An, et al.
Published: (2025)
by: Li, Chen-An, et al.
Published: (2025)
MMMOS: Multi-domain Multi-axis Audio Quality Assessment
by: Lin, Yi-Cheng, et al.
Published: (2025)
by: Lin, Yi-Cheng, et al.
Published: (2025)
Causal Tracing of Audio-Text Fusion in Large Audio Language Models
by: Chen, Wei-Chih, et al.
Published: (2026)
by: Chen, Wei-Chih, et al.
Published: (2026)
AudioLens: A Closer Look at Auditory Attribute Perception of Large Audio-Language Models
by: Yang, Chih-Kai, et al.
Published: (2025)
by: Yang, Chih-Kai, et al.
Published: (2025)
The Decision-Making Process in Conspectus Evaluation of Collections: The Quest for Certainty
by: Munroe, Mary H., et al.
Published: (2004)
by: Munroe, Mary H., et al.
Published: (2004)
Audio-Maestro: Enhancing Large Audio-Language Models with Tool-Augmented Reasoning
by: Lee, Kuan-Yi, et al.
Published: (2025)
by: Lee, Kuan-Yi, et al.
Published: (2025)
Multi-Distillation from Speech and Music Representation Models
by: Wei, Jui-Chiang, et al.
Published: (2025)
by: Wei, Jui-Chiang, et al.
Published: (2025)
Your Diffusion Model is Secretly a Noise Classifier and Benefits from Contrastive Training
by: Wu, Yunshu, et al.
Published: (2024)
by: Wu, Yunshu, et al.
Published: (2024)
LLM-Codec: Neural Audio Codec Meets Language Model Objectives
by: Chung, Ho-Lam, et al.
Published: (2026)
by: Chung, Ho-Lam, et al.
Published: (2026)
CodecFake: Enhancing Anti-Spoofing Models Against Deepfake Audios from Codec-Based Speech Synthesis Systems
by: Wu, Haibin, et al.
Published: (2024)
by: Wu, Haibin, et al.
Published: (2024)
Boundary Condition and the Auxiliary Phase in Feynman Path Integral
by: Lee, Chung-Ru
Published: (2022)
by: Lee, Chung-Ru
Published: (2022)
Towards Holistic Evaluation of Large Audio-Language Models: A Comprehensive Survey
by: Yang, Chih-Kai, et al.
Published: (2025)
by: Yang, Chih-Kai, et al.
Published: (2025)
Similar Items
-
IMPACT: Iterative Mask-based Parallel Decoding for Text-to-Audio Generation with Diffusion Modeling
by: Huang, Kuan-Po, et al.
Published: (2025) -
Generative Audio Language Modeling with Continuous-valued Tokens and Masked Next-Token Prediction
by: Yang, Shu-wen, et al.
Published: (2025) -
Can Large Audio-Language Models Truly Hear? Tackling Hallucinations with Multi-Task Assessment and Stepwise Audio Reasoning
by: Kuan, Chun-Yi, et al.
Published: (2024) -
From Alignment to Advancement: Bootstrapping Audio-Language Alignment with Synthetic Data
by: Kuan, Chun-Yi, et al.
Published: (2025) -
AQUA-Bench: Beyond Finding Answers to Knowing When There Are None in Audio Question Answering
by: Kuan, Chun-Yi, et al.
Published: (2026)