Lune

ACL2025顶会

T2A-Feedback: Improving Basic Capabilities of Text-to-Audio Generation via Fine-grained AI Feedback

Zehan Wang, Ke Lei, Chen Zhu, Jiawei Huang, Sashuai Zhou, Luping Liu, Xize Cheng, Shengpeng Ji, Zhenhui Ye, Tao Jin, Zhou Zhao

摘要

Figure 1 : The audio description is from a classic Chinese essay "Kou Ji", which vividly depicts a performer using only vocal mimicry to recreate an entire dramatic scene. The existing Text-to-Audio generation model struggles to generate such narrative and multi-event audios. The generated audio often fails to contain all events in the described sequence while maintaining acoustic quality and harmony.

问 Lune

尽管问,回答会引用原文。

Lune 会读完全文和相关的 Paper,每个回答都附上所依据的原文段落。

可以从这些问题问起

Lune 的依据

全文 · 引用它的 1 篇顶会 Paper · 相关的 Paper

获取答案

免费开始,无需绑卡

引用它的顶会 Paper1

  1. MeanAudio: Fast and Faithful Text-to-Audio Generation with Mean FlowsXiquan Li, Junxi Liu, Yuzhe Liang, Zhikang Niu 等ACL 2026 · 25 次引用

它引用的 Paper8

  1. Pick-a-Pic: An Open Dataset of User Preferences for Text-to-Image GenerationYuval Kirstain, Adam Polyak, Uriel Singer, Shahbuland Matiana 等NeurIPS 2023 · 1,192 次引用
  2. Self-Rewarding Language ModelsWeizhe Yuan, Richard Yuanzhe Pang, Kyunghyun Cho, Xian Li 等ICML 2024 · 569 次引用
  3. BEATs: Audio Pre-Training with Acoustic TokenizersSanyuan Chen, Yu Wu, Chengyi Wang, Shujie Liu 等ICML 2023 · 568 次引用
  4. Masked Autoencoders that ListenPo-Yao Huang, Hu Xu, Juncheng Li, Alexei Baevski 等NeurIPS 2022 · 524 次引用
  5. Weak-to-Strong Generalization: Eliciting Strong Capabilities With Weak SupervisionCollin Burns, Pavel Izmailov, Jan Hendrik Kirchner, Bowen Baker 等ICML 2024 · 443 次引用

相关 Paper

  1. AudioStory: Generating Long-Form Narrative Audio with Large Language ModelsYuxin Guo, Teng Wang, Yuying Ge, Shijie Ma 等CVPR 2026 · 5 次引用
  2. Text-to-Audio Generation using Instruction Guided Latent Diffusion ModelDeepanway Ghosal, Navonil Majumder, Ambuj Mehrish, Soujanya PoriaACM MM 2023 · 90 次引用
  3. MM-Narrator: Narrating Long-form Videos with Multimodal In-Context LearningChaoyi Zhang, Kevin Lin, Zhengyuan Yang, Jianfeng Wang 等CVPR 2024 · 20 次引用
  4. MCGA: A Multi-task Classical Chinese Literary Genre Audio CorpusYexing Du, Kaiyuan Liu, Bihe Zhang, Youcheng Pan 等ACL Findings 2026
  5. Fine-grained Audible Video DescriptionXuyang Shen, Dong Li, Jinxing Zhou, Zhen Qin 等CVPR 2023
黄昏的海面,两侧是细线勾勒的悬崖