research
∙
09/18/2023
Synth-AC: Enhancing Audio Captioning with Synthetic Supervision
Data-driven approaches hold promise for audio captioning. However, the d...
share
research
∙
09/10/2023
Multimodal Fish Feeding Intensity Assessment in Aquaculture
Fish feeding intensity assessment (FFIA) aims to evaluate the intensity ...
research
∙
09/05/2023
Ab initio uncertainty quantification in scattering analysis of microscopy
Estimating parameters from data is a fundamental problem in physics, cus...
research
∙
05/30/2023
Dual Transformer Decoder based Features Fusion Network for Automated Audio Captioning
Automated audio captioning (AAC) which generates textual descriptions of...
research
∙
03/30/2023
SynthVSR: Scaling Up Visual Speech Recognition With Synthetic Supervision
Recently reported state-of-the-art results in visual speech recognition ...
research
∙
12/05/2022
Towards Generating Diverse Audio Captions via Adversarial Training
Automated audio captioning is a cross-modal translation task for describ...
research
∙
11/22/2022
Ontology-aware Learning and Evaluation for Audio Tagging
This study defines a new evaluation metric for audio tagging tasks to ov...
research
∙
10/28/2022
Visually-Aware Audio Captioning With Adaptive Audio-Visual Attention
Audio captioning is the task of generating captions that describe the co...
research
∙
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...
research
∙
10/04/2022
Learning the Spectrogram Temporal Resolution for Audio Classification
The audio spectrogram is a time-frequency representation that has been w...
research
∙
10/03/2022
Simple Pooling Front-ends For Efficient Audio Classification
Recently, there has been increasing interest in building efficient audio...
research
∙
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...
research
∙
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...
research
∙
07/15/2022
Continual Learning For On-Device Environmental Sound Classification
Continuously learning new classes without catastrophic forgetting is a c...
research
∙
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...
research
∙
04/12/2022
VoiceFixer: A Unified Framework for High-Fidelity Speech Restoration
Speech restoration aims to remove distortions in speech signals. Prior m...
research
∙
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...
research
∙
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...
research
∙
03/28/2022
Neural Vocoder is All You Need for Speech Super-resolution
Speech super-resolution (SR) is a task to increase speech sampling rate ...
research
∙
03/16/2022
Scalable marginalization of latent variables for correlated data
Marginalization of latent variables or nuisance parameters is a fundamen...
research
∙
03/07/2022
Deep Neural Decision Forest for Acoustic Scene Classification
Acoustic scene classification (ASC) aims to classify an audio clip based...
research
∙
03/06/2022
Leveraging Pre-trained BERT for Audio Captioning
Audio captioning aims at using natural language to describe the content ...
research
∙
10/13/2021
Diverse Audio Captioning via Adversarial Training
Audio captioning aims at generating natural language descriptions for au...
research
∙
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 ...
research
∙
07/21/2021
Conditional Sound Generation Using Neural Discrete Time-Frequency Representation Learning
Deep generative models have recently achieved impressive performance in ...
research
∙
07/21/2021
CL4AC: A Contrastive Loss for Audio Captioning
Automated Audio captioning (AAC) is a cross-modal translation task that ...
research
∙
07/21/2021