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09/19/2023
FoleyGen: Visually-Guided Audio Generation
Recent advancements in audio generation have been spurred by the evoluti...
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05/30/2023
Dual Transformer Decoder based Features Fusion Network for Automated Audio Captioning
Automated audio captioning (AAC) which generates textual descriptions of...
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03/30/2023
WavCaps: A ChatGPT-Assisted Weakly-Labelled Audio Captioning Dataset for Audio-Language Multimodal Research
The advancement of audio-language (AL) multimodal learning tasks has bee...
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12/05/2022
Towards Generating Diverse Audio Captions via Adversarial Training
Automated audio captioning is a cross-modal translation task for describ...
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11/22/2022
Ontology-aware Learning and Evaluation for Audio Tagging
This study defines a new evaluation metric for audio tagging tasks to ov...
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10/28/2022
Visually-Aware Audio Captioning With Adaptive Audio-Visual Attention
Audio captioning is the task of generating captions that describe the co...
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10/10/2022
Automated Audio Captioning via Fusion of Low- and High- Dimensional Features
Automated audio captioning (AAC) aims to describe the content of an audi...
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10/03/2022
Simple Pooling Front-ends For Efficient Audio Classification
Recently, there has been increasing interest in building efficient audio...
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07/21/2022
Surrey System for DCASE 2022 Task 5: Few-shot Bioacoustic Event Detection with Segment-level Metric Learning
Few-shot audio event detection is a task that detects the occurrence tim...
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07/15/2022
Segment-level Metric Learning for Few-shot Bioacoustic Event Detection
Few-shot bioacoustic event detection is a task that detects the occurren...
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05/12/2022
Automated Audio Captioning: an Overview of Recent Progress and New Challenges
Automated audio captioning is a cross-modal translation task that aims t...
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03/29/2022
On Metric Learning for Audio-Text Cross-Modal Retrieval
Audio-text retrieval aims at retrieving a target audio clip or caption f...
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03/28/2022
Separate What You Describe: Language-Queried Audio Source Separation
In this paper, we introduce the task of language-queried audio source se...
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03/07/2022
Deep Neural Decision Forest for Acoustic Scene Classification
Acoustic scene classification (ASC) aims to classify an audio clip based...
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03/06/2022
Leveraging Pre-trained BERT for Audio Captioning
Audio captioning aims at using natural language to describe the content ...
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10/13/2021
Diverse Audio Captioning via Adversarial Training
Audio captioning aims at generating natural language descriptions for au...
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08/05/2021
An Encoder-Decoder Based Audio Captioning System With Transfer and Reinforcement Learning
Automated audio captioning aims to use natural language to describe the ...
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07/21/2021
CL4AC: A Contrastive Loss for Audio Captioning
Automated Audio captioning (AAC) is a cross-modal translation task that ...
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07/21/2021