Kapre: On-GPU Audio Preprocessing Layers for a Quick Implementation of
Deep Neural Network Models with Keras

Kapre: On-GPU Audio Preprocessing Layers for a Quick Implementation of Deep Neural Network Models with Keras

19 June 2017

Papers citing "Kapre: On-GPU Audio Preprocessing Layers for a Quick Implementation of Deep Neural Network Models with Keras"

18 / 18 papers shown

Title
ISAC: An Invertible and Stable Auditory Filter Bank with Customizable Kernels for ML Integration Daniel Haider Felix Perfler Péter Balázs Clara Hollomey Nicki Holighaus 46 0 0 12 May 2025
SpokeN-100: A Cross-Lingual Benchmarking Dataset for The Classification of Spoken Numbers in Different Languages René Groh Nina Goes Andreas M. Kist 39 0 0 14 Mar 2024
CochlScene: Acquisition of acoustic scene data using crowdsourcing Il-Young Jeong Jeongsoon Park 36 25 0 04 Nov 2022
A Quantum Kernel Learning Approach to Acoustic Modeling for Spoken Command Recognition Chao-Han Huck Yang Bo-wen Li Yu Zhang Nanxin Chen Tara N. Sainath Sabato Marco Siniscalchi Chin-Hui Lee 27 6 0 02 Nov 2022
Copy, Right? A Testing Framework for Copyright Protection of Deep Learning Models Jialuo Chen Jingyi Wang Tinglan Peng Youcheng Sun Peng Cheng S. Ji Xingjun Ma Bo-wen Li D. Song AAML 20 63 0 10 Dec 2021
Music Classification: Beyond Supervised Learning, Towards Real-world Applications Minz Won Janne Spijkervet Keunwoo Choi VLM 15 13 0 23 Nov 2021
Voice2Series: Reprogramming Acoustic Models for Time Series Classification Chao-Han Huck Yang Yun-Yun Tsai Pin-Yu Chen AI4TS 29 122 0 17 Jun 2021
Transfer Learning for Piano Sustain-Pedal Detection B. Liang Gyorgy Fazekas Mark Sandler 25 5 0 24 Mar 2021
Listen, Read, and Identify: Multimodal Singing Language Identification of Music Keunwoo Choi Yuxuan Wang 11 8 0 02 Mar 2021
Entangled Watermarks as a Defense against Model Extraction Hengrui Jia Christopher A. Choquette-Choo Varun Chandrasekaran Nicolas Papernot WaLM AAML 13 218 0 27 Feb 2020
nnAudio: An on-the-fly GPU Audio to Spectrogram Conversion Toolbox Using 1D Convolution Neural Networks K. Cheuk Hans Anderson Kat R. Agres Dorien Herremans 15 5 0 27 Dec 2019
Enhancing Music Features by Knowledge Transfer from User-item Log Data Donmoon Lee Jaejun Lee Jeongsoon Park Kyogu Lee 18 6 0 07 Mar 2019
Exploiting Synchronized Lyrics And Vocal Features For Music Emotion Detection Loreto Parisi Simone Francia Silvio Olivastri Maria Stella Tavella 23 11 0 15 Jan 2019
Large Scale Audio-Visual Video Analytics Platform for Forensic Investigations of Terroristic Attacks Alexander Schindler Martin Boyer Andrew Lindley D. Schreiber Thomas Philipp 19 8 0 28 Nov 2018
A neural attention model for speech command recognition Douglas Coimbra de Andrade Sabato Leo M. Viana Christoph Bernkopf 11 144 0 27 Aug 2018
A Tutorial on Deep Learning for Music Information Retrieval Keunwoo Choi Gyorgy Fazekas Kyunghyun Cho Mark Sandler VLM 17 91 0 13 Sep 2017
A Comparison of Audio Signal Preprocessing Methods for Deep Neural Networks on Music Tagging Keunwoo Choi Gyorgy Fazekas Kyunghyun Cho Mark Sandler 22 63 0 06 Sep 2017
Transfer learning for music classification and regression tasks Keunwoo Choi Gyorgy Fazekas Mark Sandler Kyunghyun Cho 22 228 0 27 Mar 2017