research
∙
09/14/2023
Training Audio Captioning Models without Audio
Automated Audio Captioning (AAC) is the task of generating natural langu...
share
research
∙
09/11/2023
Natural Language Supervision for General-Purpose Audio Representations
Audio-Language models jointly learn multimodal text and audio representa...
research
∙
05/19/2023
Pengi: An Audio Language Model for Audio Tasks
In the domain of audio processing, Transfer Learning has facilitated the...
research
∙
02/20/2023
Synergy between human and machine approaches to sound/scene recognition and processing: An overview of ICASSP special session
Machine Listening, as usually formalized, attempts to perform a task tha...
research
∙
11/14/2022
Describing emotions with acoustic property prompts for speech emotion recognition
Emotions lie on a broad continuum and treating emotions as a discrete nu...
research
∙
09/28/2022
Audio Retrieval with WavText5K and CLAP Training
Audio-Text retrieval takes a natural language query to retrieve relevant...
research
∙
06/09/2022
CLAP: Learning Audio Concepts From Natural Language Supervision
Mainstream Audio Analytics models are trained to learn under the paradig...
research
∙
05/22/2021
COVID-19 Detection Using Recorded Coughs in the 2021 DiCOVA Challenge
COVID-19 has resulted in over 100 million infections and caused worldwid...
research
∙
04/26/2021
Identifying Actions for Sound Event Classification
In Psychology, actions are paramount for humans to perceive and separate...
research
∙
02/20/2020
Multi-label Sound Event Retrieval Using a Deep Learning-based Siamese Structure with a Pairwise Presence Matrix
Realistic recordings of soundscapes often have multiple sound events co-...
research
∙
01/17/2018
NELS - Never-Ending Learner of Sounds
Sounds are essential to how humans perceive and interact with the world ...
research
∙
01/08/2018
DCASE 2017 Task 1: Acoustic Scene Classification Using Shift-Invariant Kernels and Random Features
Acoustic scene recordings are represented by different types of handcraf...
research
∙
11/02/2017
Framework for evaluation of sound event detection in web videos
The largest source of sound events is web videos. Most videos lack sound...
research
∙
10/30/2017
Content-based Representations of audio using Siamese neural networks
In this paper, we focus on the problem of content-based retrieval for au...
research
∙
10/11/2017
Audio Concept Classification with Hierarchical Deep Neural Networks
Audio-based multimedia retrieval tasks may identify semantic information...
research
∙
07/22/2016
Experiments on the DCASE Challenge 2016: Acoustic Scene Classification and Sound Event Detection in Real Life Recording
In this paper we present our work on Task 1 Acoustic Scene Classi- ficat...
research
∙
07/13/2016
AudioPairBank: Towards A Large-Scale Tag-Pair-Based Audio Content Analysis
Recently, sound recognition has been used to identify sounds, such as ca...
research
∙
07/12/2016
City-Identification of Flickr Videos Using Semantic Acoustic Features
City-identification of videos aims to determine the likelihood of a vide...
research
∙
03/13/2015