Computer Audition: From Task-Specific Machine Learning to Foundation
Models

Computer Audition: From Task-Specific Machine Learning to Foundation Models

22 July 2024

Andreas Triantafyllopoulos

Alexander Gebhard

Tuomas Virtanen

Björn Schuller

Papers citing "Computer Audition: From Task-Specific Machine Learning to Foundation Models"

11 / 11 papers shown

Title
Audio-Language Datasets of Scenes and Events: A Survey Gijs Wijngaard Elia Formisano Michele Esposito M. Dumontier 58 2 0 10 Jan 2025
autrainer: A Modular and Extensible Deep Learning Toolkit for Computer Audition Tasks Simon Rampp Andreas Triantafyllopoulos M. Milling Björn Schuller 72 0 0 16 Dec 2024
Audio Flamingo: A Novel Audio Language Model with Few-Shot Learning and Dialogue Abilities Zhifeng Kong Arushi Goel Rohan Badlani Wei Ping Rafael Valle Bryan Catanzaro AuLLM LM&MA MLLM 48 27 0 02 Feb 2024
BAT: Learning to Reason about Spatial Sounds with Large Language Models Zhisheng Zheng Puyuan Peng Ziyang Ma Xie Chen Eunsol Choi David F. Harwath LRM 15 13 0 02 Feb 2024
RECAP: Retrieval-Augmented Audio Captioning Sreyan Ghosh Sonal Kumar Chandra Kiran Reddy Evuru R. Duraiswami Dinesh Manocha VLM 62 17 0 18 Sep 2023
Audio Retrieval with WavText5K and CLAP Training Soham Deshmukh Benjamin Elizalde Huaming Wang 3DV CLIP 105 41 0 28 Sep 2022
Language-based Audio Retrieval Task in DCASE 2022 Challenge Huang Xie Samuel Lipping Tuomas Virtanen 46 12 0 20 Sep 2022
A Closer Look at Weakly-Supervised Audio-Visual Source Localization Shentong Mo Pedro Morgado 58 64 0 30 Aug 2022
LEAF: A Learnable Frontend for Audio Classification Neil Zeghidour O. Teboul Félix de Chaumont Quitry Marco Tagliasacchi VLM AAML 66 123 0 21 Jan 2021
Optimizing Mode Connectivity via Neuron Alignment N. Joseph Tatro Pin-Yu Chen Payel Das Igor Melnyk P. Sattigeri Rongjie Lai MoMe 223 58 0 05 Sep 2020
Acoustic Scene Classification D. Barchiesi D. Giannoulis D. Stowell Mark D. Plumbley 95 402 0 13 Nov 2014