7 citations · 14 across the 10 of their papers we have counts for
7 papers · 1 filter
Dual Transformer Decoder based Features Fusion Network for Automated Audio Captioning
Jianyuan Sun, Xubo Liu, Xinhao Mei +3
Automated audio captioning (AAC) which generates textual descriptions of audio content. Existing AAC models achieve good results but only use the high-dimensional representation of…
Towards Generating Diverse Audio Captions via Adversarial Training
Xinhao Mei, Xubo Liu, Jianyuan Sun +2
Automated audio captioning is a cross-modal translation task for describing the content of audio clips with natural language sentences. This task has attracted increasing attention…
Visually-Aware Audio Captioning With Adaptive Audio-Visual Attention
Xubo Liu, Qiushi Huang, Xinhao Mei +10
Audio captioning aims to generate text descriptions of audio clips. In the real world, many objects produce similar sounds. How to accurately recognize ambiguous sounds is a major…
Leveraging Pre-trained BERT for Audio Captioning
Xubo Liu, Xinhao Mei, Qiushi Huang +6
Audio captioning aims at using natural language to describe the content of an audio clip. Existing audio captioning systems are generally based on an encoder-decoder architecture,…
Deep Neural Decision Forest for Acoustic Scene Classification
Jianyuan Sun, Xubo Liu, Xinhao Mei +4
Acoustic scene classification (ASC) aims to classify an audio clip based on the characteristic of the recording environment. In this regard, deep learning based approaches have eme…
On Metric Learning for Audio-Text Cross-Modal Retrieval
Xinhao Mei, Xubo Liu, Jianyuan Sun +2
Audio-text retrieval aims at retrieving a target audio clip or caption from a pool of candidates given a query in another modality. Solving such cross-modal retrieval task is chall…
Diverse Audio Captioning via Adversarial Training
Xinhao Mei, Xubo Liu, Jianyuan Sun +2
Audio captioning aims at generating natural language descriptions for audio clips automatically. Existing audio captioning models have shown promising improvement in recent years.…