Transfer learning for music classification and regression tasks

27 March 2017

Papers citing "Transfer learning for music classification and regression tasks"

28 / 28 papers shown

Title
Myna: Masking-Based Contrastive Learning of Musical Representations Ori Yonay Tracy Hammond Tianbao Yang AAML 61 0 0 20 Feb 2025
LC-Protonets: Multi-Label Few-Shot Learning for World Music Audio Tagging Charilaos Papaioannou Emmanouil Benetos Alexandros Potamianos 36 0 0 17 Sep 2024
Transfer Learning for Functional Mean Estimation: Phase Transition and Adaptive Algorithms T. T. Cai Dongwoo Kim Hongming Pu 47 7 0 22 Jan 2024
Efficient Supervised Training of Audio Transformers for Music Representation Learning Pablo Alonso-Jiménez Xavier Serra Dmitry Bogdanov ViT 35 3 0 28 Sep 2023
Detection and classification of vocal productions in large scale audio recordings Guillem Bonafos Pierre Pudlo Jean-Marc Freyermuth T. Legou J. Fagot Samuel Tronccon Arnaud Rey AI4TS 21 1 0 14 Feb 2023
MAP-Music2Vec: A Simple and Effective Baseline for Self-Supervised Music Audio Representation Learning Yizhi Li Ruibin Yuan Ge Zhang Yi Ma Chenghua Lin ... Haoyu He Emmanouil Benetos Norbert Gyenge Ruibo Liu Jie Fu SSL 25 17 0 05 Dec 2022
SpectNet : End-to-End Audio Signal Classification Using Learnable Spectrograms Md. Istiaq Ansari Taufiq Hasan 17 4 0 17 Nov 2022
Music Instrument Classification Reprogrammed Hsin-Hung Chen Alexander Lerch 24 4 0 15 Nov 2022
Convolution channel separation and frequency sub-bands aggregation for music genre classification Ju-Sung Heo Hyun-Seo Shin Ju-ho Kim Chan-yeong Lim Ha-Jin Yu 18 1 0 03 Nov 2022
MuLan: A Joint Embedding of Music Audio and Natural Language Qingqing Huang A. Jansen Joonseok Lee Ravi Ganti Judith Yue Li D. Ellis 30 131 0 26 Aug 2022
A Correlation-Ratio Transfer Learning and Variational Stein's Paradox Lu Lin Weiyu Li 18 3 0 10 Jun 2022
Bi-Sampling Approach to Classify Music Mood leveraging Raga-Rasa Association in Indian Classical Music C. MohanRaoB Vinayak Arkachaari N. Harsham N. SushmithaM K. GayathriRameshK S. UllasM Pathi Mohan Rao G. Sudha Narayana Darapaneni 14 0 0 13 Mar 2022
Head2Toe: Utilizing Intermediate Representations for Better Transfer Learning Utku Evci Vincent Dumoulin Hugo Larochelle Michael C. Mozer 30 83 0 10 Jan 2022
Learning music audio representations via weak language supervision Ilaria Manco Emmanouil Benetos Elio Quinton Gyorgy Fazekas 22 33 0 08 Dec 2021
Towards noise robust trigger-word detection with contrastive learning pre-task for fast on-boarding of new trigger-words S. Balasubramanian Aditya Jajodia Gowtham Srinivasan CLIP 33 0 0 06 Nov 2021
Codified audio language modeling learns useful representations for music information retrieval Rodrigo Castellon Chris Donahue Percy Liang 86 86 0 12 Jul 2021
An Interdisciplinary Review of Music Performance Analysis Alexander Lerch Claire Arthur Ashis Pati Francesco Ferroni 25 32 0 19 Apr 2021
Comparison and Analysis of Deep Audio Embeddings for Music Emotion Recognition E. Koh Shlomo Dubnov 29 38 0 13 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 39 37 0 05 Feb 2021
Transfer Learning for Improving Singing-voice Detection in Polyphonic Instrumental Music Yuanbo Hou Frank Soong Jian Luan Shengchen Li 26 4 0 11 Aug 2020
Rethinking CNN Models for Audio Classification Kamalesh Palanisamy Dipika Singhania Angela Yao SSL 33 144 0 22 Jul 2020
COALA: Co-Aligned Autoencoders for Learning Semantically Enriched Audio Representations Xavier Favory K. Drossos Tuomas Virtanen Xavier Serra 16 32 0 15 Jun 2020
LakhNES: Improving multi-instrumental music generation with cross-domain pre-training Chris Donahue H. H. Mao Yiting Li G. Cottrell Julian McAuley 35 117 0 10 Jul 2019
Toward Interpretable Music Tagging with Self-Attention Minz Won Sanghyuk Chun Xavier Serra ViT 11 80 0 12 Jun 2019
Prototypical Metric Transfer Learning for Continuous Speech Keyword Spotting With Limited Training Data Harshita Seth Pulkit Kumar Muktabh Mayank Srivastava 8 12 0 12 Jan 2019
Training neural audio classifiers with few data Jordi Pons Joan Serrà Xavier Serra 24 57 0 24 Oct 2018
Randomly weighted CNNs for (music) audio classification Jordi Pons Xavier Serra 19 85 0 01 May 2018
Listening to the World Improves Speech Command Recognition B. McMahan D. Rao 26 38 0 23 Oct 2017