Multitask learning for frame-level instrument recognition

v1v2 (latest)

Multitask learning for frame-level instrument recognition

3 November 2018

ArXiv (abs)PDF HTML

Papers citing "Multitask learning for frame-level instrument recognition"

19 / 19 papers shown

Title
Heterogeneous bimodal attention fusion for speech emotion recognition Jiachen Luo Huy Phan Lin Wang Joshua Reiss 133 0 0 09 Mar 2025
LLark: A Multimodal Instruction-Following Language Model for Music Josh Gardner Simon Durand Daniel Stoller Rachel M. Bittner AuLLM 85 16 0 11 Oct 2023
Self-refining of Pseudo Labels for Music Source Separation with Noisy Labeled Data Junghyun Koo Yunkee Chae Chang-Bin Jeon Kyogu Lee 65 4 0 24 Jul 2023
Multitrack Music Transcription with a Time-Frequency Perceiver Weiyi Lu Ju-Chiang Wang Yun-Ning Hung ViT AI4TS 50 25 0 19 Jun 2023
Improving Lyrics Alignment through Joint Pitch Detection Jiawen Huang Emmanouil Benetos Sebastian Ewert 41 15 0 03 Feb 2022
Multi-task Learning with Metadata for Music Mood Classification Rajnish Kumar Manjeet Dahiya 38 1 0 10 Oct 2021
Pitch-Informed Instrument Assignment Using a Deep Convolutional Network with Multiple Kernel Shapes Carlos Lordelo Emmanouil Benetos S. Dixon Sven Ahlback 52 2 0 28 Jul 2021
Leveraging Hierarchical Structures for Few-Shot Musical Instrument Recognition Hugo Flores Garcia Aldo Aguilar Ethan Manilow Bryan Pardo 121 32 0 14 Jul 2021
Pretext Tasks selection for multitask self-supervised speech representation learning Salah Zaiem Titouan Parcollet S. Essid Abdel Heba SSL 89 13 0 01 Jul 2021
Conditional independence for pretext task selection in Self-supervised speech representation learning Salah Zaiem Titouan Parcollet S. Essid SSL 43 4 0 15 Apr 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 414 37 0 05 Feb 2021
Transcription Is All You Need: Learning to Separate Musical Mixtures with Score as Supervision Yun-Ning Hung Gordon Wichern Jonathan Le Roux 70 12 0 22 Oct 2020
Multitask learning for instrument activation aware music source separation Yun-Ning Hung Alexander Lerch 64 18 0 03 Aug 2020
Visual Attention for Musical Instrument Recognition Karn N. Watcharasupat Siddharth Gururani Alexander Lerch 49 3 0 17 Jun 2020
Augmentation Methods on Monophonic Audio for Instrument Classification in Polyphonic Music Agelos Kratimenos Kleanthis Avramidis C. Garoufis Athanasia Zlatintsi Petros Maragos 67 20 0 28 Nov 2019
Simultaneous Separation and Transcription of Mixtures with Multiple Polyphonic and Percussive Instruments Ethan Manilow Prem Seetharaman Bryan Pardo 72 43 0 22 Oct 2019
Cutting Music Source Separation Some Slakh: A Dataset to Study the Impact of Training Data Quality and Quantity Ethan Manilow Gordon Wichern Prem Seetharaman Jonathan Le Roux 82 127 0 18 Sep 2019
An Attention Mechanism for Musical Instrument Recognition Siddharth Gururani Mohit Sharma Alexander Lerch 75 41 0 09 Jul 2019
Musical Composition Style Transfer via Disentangled Timbre Representations Yun-Ning Hung I. Chiang Yian Chen Yi-Hsuan Yang 51 40 0 30 May 2019