Beyond the Status Quo: A Contemporary Survey of Advances and Challenges
in Audio Captioning

Beyond the Status Quo: A Contemporary Survey of Advances and Challenges in Audio Captioning

11 May 2022

Papers citing "Beyond the Status Quo: A Contemporary Survey of Advances and Challenges in Audio Captioning"

13 / 13 papers shown

Title
Audio-Language Models for Audio-Centric Tasks: A survey Yi Su Jisheng Bai Qisheng Xu Kele Xu Yong Dou AuLLM 99 2 0 28 Jan 2025
Audio-Language Datasets of Scenes and Events: A Survey Gijs Wijngaard Elia Formisano Michele Esposito M. Dumontier 81 2 0 10 Jan 2025
EmotionCaps: Enhancing Audio Captioning Through Emotion-Augmented Data Generation Mithun Manivannan Vignesh Nethrapalli Mark Cartwright 23 1 0 15 Oct 2024
SLAM-AAC: Enhancing Audio Captioning with Paraphrasing Augmentation and CLAP-Refine through LLMs Wenxi Chen Ziyang Ma Xiquan Li Xuenan Xu Yuzhe Liang Zhisheng Zheng Kai Yu Xie Chen 23 5 0 12 Oct 2024
DRCap: Decoding CLAP Latents with Retrieval-Augmented Generation for Zero-shot Audio Captioning Xiquan Li Wenxi Chen Ziyang Ma Xuenan Xu Yuzhe Liang Zhisheng Zheng Qiuqiang Kong Xie Chen VLM 36 2 0 12 Oct 2024
Efficient Audio Captioning with Encoder-Level Knowledge Distillation Xuenan Xu Haohe Liu Mengyue Wu Wenwu Wang Mark D. Plumbley 48 1 0 19 Jul 2024
Enhancing Automated Audio Captioning via Large Language Models with Optimized Audio Encoding Jizhong Liu Gang Li Junbo Zhang Heinrich Dinkel Yongqing Wang Zhiyong Yan Yujun Wang Bin Wang AuLLM 57 2 0 19 Jun 2024
Zero-Shot Audio Captioning Using Soft and Hard Prompts Yiming Zhang Xuenan Xu Ruoyi Du Haohe Liu Yuan Dong Zheng-Hua Tan Wenwu Wang Zhanyu Ma VLM 35 4 0 10 Jun 2024
Visually-Aware Audio Captioning With Adaptive Audio-Visual Attention Xubo Liu Qiushi Huang Xinhao Mei Haohe Liu Qiuqiang Kong ... Yu Zhang Lilian H. Y. Tang Mark D. Plumbley Volkan Kilicc Wenwu Wang 43 18 0 28 Oct 2022
Local Information Assisted Attention-free Decoder for Audio Captioning Feiyang Xiao Jian Guan Haiyan Lan Qiaoxi Zhu Wenwu Wang 29 11 0 10 Jan 2022
Improving the Performance of Automated Audio Captioning via Integrating the Acoustic and Semantic Information Zhongjie Ye Helin Wang Dongchao Yang Yuexian Zou 40 27 0 12 Oct 2021
Audio Captioning Using Sound Event Detection Aycsegul Ozkaya Eren M. Sert 43 8 0 04 Oct 2021
MusCaps: Generating Captions for Music Audio Ilaria Manco Emmanouil Benetos Elio Quinton Gyorgy Fazekas 30 36 0 24 Apr 2021