FMA: A Dataset For Music Analysis

6 December 2016

Papers citing "FMA: A Dataset For Music Analysis"

34 / 84 papers shown

Title
Self-Supervised Beat Tracking in Musical Signals with Polyphonic Contrastive Learning Dorian Desblancs SSL 39 2 0 05 Jan 2022
Learning music audio representations via weak language supervision Ilaria Manco Emmanouil Benetos Elio Quinton Gyorgy Fazekas 47 33 0 08 Dec 2021
Upsampling layers for music source separation Jordi Pons Joan Serrà Santiago Pascual Giulio Cengarle Daniel Arteaga D. Scaini 29 2 0 23 Nov 2021
MultiSV: Dataset for Far-Field Multi-Channel Speaker Verification Ladislav Mošner Oldrich Plchot L. Burget J. Černocký 41 7 0 11 Nov 2021
The Cocktail Fork Problem: Three-Stem Audio Separation for Real-World Soundtracks Darius Petermann Gordon Wichern Zhong-Qiu Wang Jonathan Le Roux 28 37 0 19 Oct 2021
EMOPIA: A Multi-Modal Pop Piano Dataset For Emotion Recognition and Emotion-based Music Generation Hsiao-Tzu Hung Joann Ching Seungheon Doh Nabin Kim Juhan Nam Yi-Hsuan Yang 46 90 0 03 Aug 2021
Catch-A-Waveform: Learning to Generate Audio from a Single Short Example Gal Greshler Tamar Rott Shaham T. Michaeli 41 25 0 11 Jun 2021
Time-Frequency Phase Retrieval for Audio -- The Effect of Transform Parameters Andrés Marafioti Nicki Holighaus P. Majdak 32 7 0 09 Jun 2021
Receptive Field Regularization Techniques for Audio Classification and Tagging with Deep Convolutional Neural Networks Khaled Koutini Hamid Eghbalzadeh Gerhard Widmer 53 46 0 26 May 2021
Contrastive Learning of Musical Representations Janne Spijkervet J. Burgoyne 44 112 0 17 Mar 2021
Multi-Task Self-Supervised Pre-Training for Music Classification Ho-Hsiang Wu Chieh-Chi Kao Qingming Tang Ming Sun Brian McFee J. P. Bello Chao Wang SSL 39 37 0 05 Feb 2021
Melon Playlist Dataset: a public dataset for audio-based playlist generation and music tagging Andrés Ferraro Yuntae Kim Soohyeon Lee Biho Kim Namjun Jo ... Suyon Lim J. Jang Sehwan Kim Xavier Serra Dmitry Bogdanov 30 12 0 30 Jan 2021
A Comprehensive Survey on Deep Music Generation: Multi-level Representations, Algorithms, Evaluations, and Future Directions Shulei Ji Jing Luo Xinyu Yang MGen 32 125 0 13 Nov 2020
Neural Audio Fingerprint for High-specific Audio Retrieval based on Contrastive Learning Sungkyun Chang Donmoon Lee Jeongsoon Park Hyungui Lim Kyogu Lee Karam Ko Yoonchang Han 25 34 0 22 Oct 2020
EnCoD: Distinguishing Compressed and Encrypted File Fragments Fabio De Gaspari Dorjan Hitaj Giulio Pagnotta Lorenzo De Carli L. Mancini 30 18 0 15 Oct 2020
Phase retrieval with Bregman divergences and application to audio signal recovery Pierre-Hugo Vial P. Magron Thomas Oberlin Cédric Févotte 51 18 0 01 Oct 2020
Content-based Music Similarity with Triplet Networks Joseph Cleveland D. Cheng Michael X. Zhou Thorsten Joachims D. Turnbull 12 7 0 11 Aug 2020
Data Cleansing with Contrastive Learning for Vocal Note Event Annotations Gabriel Meseguer-Brocal Rachel M. Bittner Simon Durand B. Brost 34 6 0 05 Aug 2020
Neural Loop Combiner: Neural Network Models for Assessing the Compatibility of Loops Bo-Yu Chen Jordan B. L. Smith Yi-Hsuan Yang 36 13 0 05 Aug 2020
Time-Frequency Scattering Accurately Models Auditory Similarities Between Instrumental Playing Techniques Vincent Lostanlen Christian El-Hajj Mathias Rossignol G. Lafay Joakim Andén Mathieu Lagrange 15 12 0 21 Jul 2020
The OARF Benchmark Suite: Characterization and Implications for Federated Learning Systems Sixu Hu Yuan N. Li Xu Liu Yue Liu Zhaomin Wu Bingsheng He FedML 39 54 0 14 Jun 2020
BLAZE: Blazing Fast Privacy-Preserving Machine Learning A. Patra Ajith Suresh 34 194 0 18 May 2020
GACELA -- A generative adversarial context encoder for long audio inpainting Andrés Marafioti P. Majdak Nicki Holighaus Nathanael Perraudin 50 44 0 11 May 2020
Geometric graphs from data to aid classification tasks with graph convolutional networks Yifan Qian P. Expert P. Panzarasa Mauricio Barahona GNN 25 9 0 08 May 2020
Machine learning for music genre: multifaceted review and experimentation with audioset Jaime Ramírez M. Flores VLM 27 53 0 28 Nov 2019
Zero-shot Learning for Audio-based Music Classification and Tagging Jeong-Eun Choi Jongpil Lee Jiyoung Park Juhan Nam VLM 40 45 0 05 Jul 2019
DALI: a large Dataset of synchronized Audio, LyrIcs and notes, automatically created using teacher-student machine learning paradigm Gabriel Meseguer-Brocal Alice Cohen-Hadria Geoffroy Peeters 30 84 0 25 Jun 2019
Audio Classification of Bit-Representation Waveform Masaki Okawa Takuya Saito N. Sawada Hiromitsu Nishizaki 13 8 0 08 Apr 2019
Learning Discrete Structures for Graph Neural Networks Luca Franceschi Mathias Niepert Massimiliano Pontil X. He GNN 30 411 0 28 Mar 2019
Learning to Adaptively Scale Recurrent Neural Networks Hao Hu Liqiang Wang Guo-Jun Qi AI4CE 28 9 0 15 Feb 2019
Hybrid KNN-Join: Parallel Nearest Neighbor Searches Exploiting CPU and GPU Architectural Features M. Gowanlock 25 8 0 10 Oct 2018
A Lightweight Music Texture Transfer System Xutan Peng Chen Li Zhi Cai Faqiang Shi Yidan Liu Jianxin Li 53 0 0 27 Sep 2018
Transfer Learning of Artist Group Factors to Musical Genre Classification Jaehun Kim Minz Won Xavier Serra Cynthia C. S. Liem 33 17 0 05 May 2018
End-to-end learning for music audio tagging at scale Jordi Pons Oriol Nieto Matthew Prockup Erik M. Schmidt Andreas F. Ehmann Xavier Serra 32 176 0 07 Nov 2017