LEAF: A Learnable Frontend for Audio Classification

LEAF: A Learnable Frontend for Audio Classification

21 January 2021

Félix de Chaumont Quitry

Marco Tagliasacchi

Papers citing "LEAF: A Learnable Frontend for Audio Classification"

10 / 10 papers shown

Title
autrainer: A Modular and Extensible Deep Learning Toolkit for Computer Audition Tasks Simon Rampp Andreas Triantafyllopoulos M. Milling Björn Schuller 74 0 0 16 Dec 2024
A Comprehensive Survey with Critical Analysis for Deepfake Speech Detection Lam Pham Phat Lam Dat Tran Hieu Tang Tin Nguyen Alexander Schindler Canh Vu Alexander Polonsky Canh Vu 28 3 0 23 Sep 2024
Towards Attention-based Contrastive Learning for Audio Spoof Detection C. Goel Surya Koppisetti Ben Colman Ali Shahriyari Gaurav Bharaj 32 5 0 03 Jul 2024
An automatic analysis of ultrasound vocalisations for the prediction of interaction context in captive Egyptian fruit bats Andreas Triantafyllopoulos Alexander Gebhard M. Milling Simon Rampp Björn Schuller 22 0 0 10 Jun 2024
Audio Anti-Spoofing Detection: A Survey Menglu Li Yasaman Ahmadiadli Xiao-Ping Zhang 18 16 0 22 Apr 2024
Can Synthetic Data Boost the Training of Deep Acoustic Vehicle Counting Networks? Stefano Damiano Luca Bondi Shabnam Ghaffarzadegan Andre Guntoro Toon van Waterschoot 6 5 0 17 Jan 2024
Learning Temporal Resolution in Spectrogram for Audio Classification Haohe Liu Xubo Liu Qiuqiang Kong Wenwu Wang Mark D. Plumbley 20 7 0 04 Oct 2022
Computational bioacoustics with deep learning: a review and roadmap D. Stowell 14 233 0 13 Dec 2021
Use of speaker recognition approaches for learning and evaluating embedding representations of musical instrument sounds Xuan Shi Erica Cooper Junichi Yamagishi 14 7 0 24 Jul 2021
Trainable Frontend For Robust and Far-Field Keyword Spotting Yuxuan Wang Pascal Getreuer Thad Hughes R. Lyon Rif A. Saurous 39 140 0 19 Jul 2016