Leveraging Hierarchical Structures for Few-Shot Musical Instrument
Recognition

Leveraging Hierarchical Structures for Few-Shot Musical Instrument Recognition

14 July 2021

Hugo Flores Garcia

Papers citing "Leveraging Hierarchical Structures for Few-Shot Musical Instrument Recognition"

18 / 18 papers shown

Title
LC-Protonets: Multi-Label Few-Shot Learning for World Music Audio Tagging Charilaos Papaioannou Emmanouil Benetos Alexandros Potamianos 139 0 0 17 Sep 2024
Few-Shot Drum Transcription in Polyphonic Music Yu Wang Justin Salamon M. Cartwright Nicholas J. Bryan J. P. Bello 132 20 0 06 Aug 2020
Hierarchical Image Classification using Entailment Cone Embeddings Ankit Dhall Anastasia Makarova O. Ganea Dario Pavllo Michael Greeff Andreas Krause 33 59 0 02 Apr 2020
Few-shot acoustic event detection via meta-learning Bowen Shi Ming Sun Krishna C. Puvvada Chieh-Chi Kao Spyros Matsoukas Chao Wang 72 61 0 21 Feb 2020
Making Better Mistakes: Leveraging Class Hierarchies with Deep Networks Luca Bertinetto Romain Mueller Konstantinos Tertikas Sina Samangooei Nicholas A. Lord OOD 154 134 0 19 Dec 2019
Augmentation Methods on Monophonic Audio for Instrument Classification in Polyphonic Music Agelos Kratimenos Kleanthis Avramidis C. Garoufis Athanasia Zlatintsi Petros Maragos 57 20 0 28 Nov 2019
An Attention Mechanism for Musical Instrument Recognition Francesco Ferroni Mohit Sharma Alexander Lerch 40 41 0 09 Jul 2019
Multitask learning for frame-level instrument recognition Yun-Ning Hung Yian Chen Yi-Hsuan Yang 112 33 0 03 Nov 2018
An Analysis of Hierarchical Text Classification Using Word Embeddings R. A. Stein P. Jaques J. Valiati 24 211 0 06 Sep 2018
Extended playing techniques: The next milestone in musical instrument recognition Vincent Lostanlen Joakim Andén Mathieu Lagrange 45 49 0 29 Aug 2018
Hierarchical Multi Task Learning With CTC Ramon Sanabria Florian Metze 60 50 0 18 Jul 2018
Hierarchical Multitask Learning for CTC-based Speech Recognition Kalpesh Krishna Shubham Toshniwal Karen Livescu 47 44 0 17 Jul 2018
Frame-level Instrument Recognition by Timbre and Pitch Yun-Ning Hung Yi-Hsuan Yang 41 35 0 25 Jun 2018
Prototypical Networks for Few-shot Learning Jake C. Snell Kevin Swersky R. Zemel 275 8,114 0 15 Mar 2017
Deep Convolutional Neural Networks and Data Augmentation for Environmental Sound Classification Justin Salamon J. P. Bello 56 1,303 0 15 Aug 2016
Hierarchical learning for DNN-based acoustic scene classification Yong-mei Xu Qiang Huang Wenwu Wang Mark D. Plumbley 54 28 0 13 Jul 2016
Deep convolutional neural networks for predominant instrument recognition in polyphonic music Yoonchang Han Jae‐Hun Kim Kyogu Lee 54 205 0 31 May 2016
Deep convolutional networks on the pitch spiral for musical instrument recognition Vincent Lostanlen Carmine-Emanuele Cella 66 74 0 21 May 2016