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A Transformer-based Audio Captioning Model with Keyword Estimation

1 July 2020

Papers citing "A Transformer-based Audio Captioning Model with Keyword Estimation"

40 / 40 papers shown

Title
EnCLAP++: Analyzing the EnCLAP Framework for Optimizing Automated Audio Captioning Performance Jaeyeon Kim Minjeon Jeon Jaeyoon Jung Sang Hoon Woo Jinjoo Lee 80 3 0 02 Sep 2024
Expanding on EnCLAP with Auxiliary Retrieval Model for Automated Audio Captioning Jaeyeon Kim Jaeyoon Jung Minjeong Jeon Sang Hoon Woo Jinjoo Lee 88 1 0 02 Sep 2024
AVCap: Leveraging Audio-Visual Features as Text Tokens for Captioning Jongsuk Kim Jiwon Shin Junmo Kim 128 3 0 10 Jul 2024
EnCLAP: Combining Neural Audio Codec and Audio-Text Joint Embedding for Automated Audio Captioning Jaeyeon Kim Jaeyoon Jung Jinjoo Lee Sang Hoon Woo CLIP VLM 72 25 0 31 Jan 2024
FunnyNet-W: Multimodal Learning of Funny Moments in Videos in the Wild Zhi-Song Liu Robin Courant Vicky Kalogeiton 125 7 0 08 Jan 2024
Separate Anything You Describe Xubo Liu Qiuqiang Kong Yan Zhao Haohe Liu Yiitan Yuan Yuzhuo Liu Rui Xia Yuxuan Wang Mark D. Plumbley Wenwu Wang VLM 111 52 0 09 Aug 2023
UnIVAL: Unified Model for Image, Video, Audio and Language Tasks Mustafa Shukor Corentin Dancette Alexandre Ramé Matthieu Cord MoMe MLLM 126 46 0 30 Jul 2023
Improving Audio Caption Fluency with Automatic Error Correction Hanxue Zhang Zeyu Xie Xuenan Xu Mengyue Wu K. Yu 50 0 0 16 Jun 2023
Dual Transformer Decoder based Features Fusion Network for Automated Audio Captioning Jianyuan Sun Xubo Liu Xinhao Mei V. Kılıç Mark D. Plumbley Wenwu Wang 65 3 0 30 May 2023
Graph Attention for Automated Audio Captioning Feiyang Xiao Jian Guan Qiaoxi Zhu Wenwu Wang 64 8 0 07 Apr 2023
Prefix tuning for automated audio captioning Minkyu Kim Kim Sung-Bin Tae-Hyun Oh 102 46 0 30 Mar 2023
WavCaps: A ChatGPT-Assisted Weakly-Labelled Audio Captioning Dataset for Audio-Language Multimodal Research Xinhao Mei Chutong Meng Haohe Liu Qiuqiang Kong Tom Ko Chengqi Zhao Mark D. Plumbley Yuexian Zou Wenwu Wang 181 220 0 30 Mar 2023
Towards Generating Diverse Audio Captions via Adversarial Training Xinhao Mei Xubo Liu Jianyuan Sun Mark D. Plumbley Wenwu Wang DiffM 86 2 0 05 Dec 2022
Investigations in Audio Captioning: Addressing Vocabulary Imbalance and Evaluating Suitability of Language-Centric Performance Metrics Sandeep Reddy Kothinti Dimitra Emmanouilidou 50 3 0 12 Nov 2022
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 162 20 0 28 Oct 2022
GCT: Gated Contextual Transformer for Sequential Audio Tagging Yuanbo Hou Yun Wang Wenwu Wang Dick Botteldooren 62 0 0 22 Oct 2022
Automated Audio Captioning via Fusion of Low- and High- Dimensional Features Jianyuan Sun Xubo Liu Xinhao Mei Mark D. Plumbley V. Kılıç Wenwu Wang 80 3 0 10 Oct 2022
Event-related data conditioning for acoustic event classification Yuanbo Hou Dick Botteldooren 59 3 0 16 Jun 2022
Automated Audio Captioning with Epochal Difficult Captions for Curriculum Learning Andrew Koh Soham Dinesh Tiwari Chng Eng Siong 53 1 0 04 Jun 2022
Composing General Audio Representation by Fusing Multilayer Features of a Pre-trained Model Daisuke Niizumi Daiki Takeuchi Yasunori Ohishi Noboru Harada K. Kashino 69 6 0 17 May 2022
Automated Audio Captioning: An Overview of Recent Progress and New Challenges Xinhao Mei Xubo Liu Mark D. Plumbley Wenwu Wang 113 44 0 12 May 2022
Beyond the Status Quo: A Contemporary Survey of Advances and Challenges in Audio Captioning Xuenan Xu Zeyu Xie Mengyue Wu K. Yu 84 16 0 11 May 2022
Automated Audio Captioning using Audio Event Clues Aycsegul Ozkaya Eren M. Sert 56 0 0 18 Apr 2022
Caption Feature Space Regularization for Audio Captioning Yiming Zhang Hong Yu Ruoyi Du Zhanyu Ma Yuan Dong 122 1 0 18 Apr 2022
BYOL for Audio: Exploring Pre-trained General-purpose Audio Representations Daisuke Niizumi Daiki Takeuchi Yasunori Ohishi Noboru Harada K. Kashino SSL 100 59 0 15 Apr 2022
Leveraging Pre-trained BERT for Audio Captioning Xubo Liu Xinhao Mei Qiushi Huang Jianyuan Sun Jinzheng Zhao Haohe Liu Mark D. Plumbley Volkan Kilicc Wenwu Wang 115 30 0 06 Mar 2022
Automatic Audio Captioning using Attention weighted Event based Embeddings Swapnil Bhosale Rupayan Chakraborty Sunil Kumar Kopparapu 73 0 0 28 Jan 2022
Local Information Assisted Attention-free Decoder for Audio Captioning Feiyang Xiao Jian Guan Haiyan Lan Qiaoxi Zhu Wenwu Wang 98 11 0 10 Jan 2022
Evaluating Off-the-Shelf Machine Listening and Natural Language Models for Automated Audio Captioning Benno Weck Xavier Favory Konstantinos Drossos Xavier Serra 67 8 0 14 Oct 2021
Diverse Audio Captioning via Adversarial Training Xinhao Mei Xubo Liu Jianyuan Sun Mark D. Plumbley Wenwu Wang DiffM GAN 110 28 0 13 Oct 2021
Improving the Performance of Automated Audio Captioning via Integrating the Acoustic and Semantic Information Zhongjie Ye Helin Wang Dongchao Yang Yuexian Zou 101 28 0 12 Oct 2021
An Encoder-Decoder Based Audio Captioning System With Transfer and Reinforcement Learning Xinhao Mei Qiushi Huang Xubo Liu Gengyun Chen Jingqian Wu ... Tom Ko H. Tang Xingkun Shao Mark D. Plumbley Wenwu Wang 93 54 0 05 Aug 2021
Audio Captioning Transformer Xinhao Mei Xubo Liu Qiushi Huang Mark D. Plumbley Wenwu Wang ViT 94 78 0 21 Jul 2021
Continual Learning for Automated Audio Captioning Using The Learning Without Forgetting Approach Jan van den Berg Konstantinos Drossos CLL 73 11 0 16 Jul 2021
MusCaps: Generating Captions for Music Audio Ilaria Manco Emmanouil Benetos Elio Quinton Gyorgy Fazekas 116 37 0 24 Apr 2021
Investigating Local and Global Information for Automated Audio Captioning with Transfer Learning Xuenan Xu Heinrich Dinkel Mengyue Wu Zeyu Xie Kai Yu 77 60 0 23 Feb 2021
Audio Captioning using Pre-Trained Large-Scale Language Model Guided by Audio-based Similar Caption Retrieval Yuma Koizumi Yasunori Ohishi Daisuke Niizumi Daiki Takeuchi Masahiro Yasuda 74 41 0 14 Dec 2020
WaveTransformer: A Novel Architecture for Audio Captioning Based on Learning Temporal and Time-Frequency Information An Tran Konstantinos Drossos Tuomas Virtanen 106 19 0 21 Oct 2020
Effects of Word-frequency based Pre- and Post- Processings for Audio Captioning Daiki Takeuchi Yuma Koizumi Yasunori Ohishi Noboru Harada K. Kashino 77 27 0 24 Sep 2020
The NTT DCASE2020 Challenge Task 6 system: Automated Audio Captioning with Keywords and Sentence Length Estimation Yuma Koizumi Daiki Takeuchi Yasunori Ohishi Noboru Harada K. Kashino 115 23 0 01 Jul 2020