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Transfer learning for music classification and regression tasks

27 March 2017

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

50 / 89 papers shown

Title
Wasserstein Transfer Learning Kaicheng Zhang Sinian Zhang Doudou Zhou Yidong Zhou 15 0 0 23 May 2025
A Comprehensive Survey of Challenges and Opportunities of Few-Shot Learning Across Multiple Domains Andrea Gajic Sudip Vhaduri OOD VLM 121 0 0 05 Apr 2025
Conformal Prediction Under Generalized Covariate Shift with Posterior Drift Baozhen Wang Xingye Qiao 152 0 0 25 Feb 2025
Myna: Masking-Based Contrastive Learning of Musical Representations Ori Yonay Tracy Hammond Tianbao Yang AAML 227 0 0 20 Feb 2025
CloserMusicDB: A Modern Multipurpose Dataset of High Quality Music Aleksandra Piekarzewicz Tomasz Sroka Aleksander Tym Mateusz Modrzejewski 11 0 0 25 Oct 2024
LC-Protonets: Multi-Label Few-Shot Learning for World Music Audio Tagging Charilaos Papaioannou Emmanouil Benetos Alexandros Potamianos 179 2 0 17 Sep 2024
PiCoGen2: Piano cover generation with transfer learning approach and weakly aligned data Chih-Pin Tan Hsin Ai Yi-Hsin Chang Shuen-Huei Guan Yi-Hsuan Yang 124 2 0 02 Aug 2024
A Dataset and Baselines for Measuring and Predicting the Music Piece Memorability Li-Yang Tseng Tzu-Ling Lin Hong-Han Shuai Jen-Wei Huang Wen-Whei Chang 44 0 0 21 May 2024
Transfer Learning for Functional Mean Estimation: Phase Transition and Adaptive Algorithms T. T. Cai Dongwoo Kim Hongming Pu 94 9 0 22 Jan 2024
VI-PANN: Harnessing Transfer Learning and Uncertainty-Aware Variational Inference for Improved Generalization in Audio Pattern Recognition John Fischer Marko Orescanin Eric Eckstrand UQCV BDL 82 4 0 10 Jan 2024
mir_ref: A Representation Evaluation Framework for Music Information Retrieval Tasks Christos Plachouras Pablo Alonso-Jiménez Dmitry Bogdanov 86 4 0 10 Dec 2023
A Foundation Model for Music Informatics Minz Won Yun-Ning Hung Duc Le 110 23 0 06 Nov 2023
Efficient Supervised Training of Audio Transformers for Music Representation Learning Pablo Alonso-Jiménez Xavier Serra Dmitry Bogdanov ViT 63 4 0 28 Sep 2023
Symbolic & Acoustic: Multi-domain Music Emotion Modeling for Instrumental Music Kexin Zhu Xulong Zhang Jianzong Wang Ning Cheng Jing Xiao 70 0 0 28 Aug 2023
Transfer Learning and Bias Correction with Pre-trained Audio Embeddings Changhong Wang G. Richard Brian McFee 29 0 0 20 Jul 2023
Audio Embeddings as Teachers for Music Classification Yiwei Ding Alexander Lerch 58 5 0 30 Jun 2023
JEPOO: Highly Accurate Joint Estimation of Pitch, Onset and Offset for Music Information Retrieval Haojie Wei Jun Yuan Rui Zhang Yueguo Chen Gang Wang 63 4 0 02 Jun 2023
MERT: Acoustic Music Understanding Model with Large-Scale Self-supervised Training Yizhi Li Ruibin Yuan Ge Zhang Yi Ma Xingran Chen ... Yemin Shi Wen-Fen Huang Zili Wang Yi-Ting Guo Jie Fu 116 130 0 31 May 2023
The Tunnel Effect: Building Data Representations in Deep Neural Networks Wojciech Masarczyk M. Ostaszewski Ehsan Imani Razvan Pascanu Piotr Milo's Tomasz Trzciñski 90 25 0 31 May 2023
Textless Speech-to-Music Retrieval Using Emotion Similarity Seungheon Doh Minz Won Keunwoo Choi Juhan Nam 50 2 0 19 Mar 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 49 1 0 14 Feb 2023
Jointist: Simultaneous Improvement of Multi-instrument Transcription and Music Source Separation via Joint Training K. Cheuk Keunwoo Choi Qiuqiang Kong Bochen Li Minz Won Ju-Chiang Wang Yun-Ning Hung Dorien Herremans 76 6 0 01 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 87 21 0 05 Dec 2022
SpectNet : End-to-End Audio Signal Classification Using Learnable Spectrograms Md. Istiaq Ansari Taufiq Hasan 33 5 0 17 Nov 2022
Music Instrument Classification Reprogrammed Hsin-Hung Chen Alexander Lerch 83 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 32 1 0 03 Nov 2022
Learning Music Representations with wav2vec 2.0 Alessandro Ragano Emmanouil Benetos Andrew Hines 72 9 0 27 Oct 2022
Exploiting Pre-trained Feature Networks for Generative Adversarial Networks in Audio-domain Loop Generation Yen-Tung Yeh Bo-Yu Chen Yi-Hsuan Yang 75 6 0 05 Sep 2022
MuLan: A Joint Embedding of Music Audio and Natural Language Qingqing Huang A. Jansen Joonseok Lee Ravi Ganti Judith Yue Li D. Ellis 140 139 0 26 Aug 2022
A Study on Broadcast Networks for Music Genre Classification Ahmed Heakl A. Abdelgawad Victor Parque 33 6 0 25 Aug 2022
Jointist: Joint Learning for Multi-instrument Transcription and Its Applications K. Cheuk Keunwoo Choi Qiuqiang Kong Bochen Li Minz Won Amy Hung Ju-Chiang Wang Dorien Herremans 79 7 0 22 Jun 2022
A Correlation-Ratio Transfer Learning and Variational Stein's Paradox Lu Lin Weiyu Li 54 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 23 0 0 13 Mar 2022
Head2Toe: Utilizing Intermediate Representations for Better Transfer Learning Utku Evci Vincent Dumoulin Hugo Larochelle Michael C. Mozer 129 86 0 10 Jan 2022
Embedding-based Music Emotion Recognition Using Composite Loss Naoki Takashima Frédéric Li M. Grzegorzek Kimiaki Shirahama 46 3 0 14 Dec 2021
Learning music audio representations via weak language supervision Ilaria Manco Emmanouil Benetos Elio Quinton Gyorgy Fazekas 161 33 0 08 Dec 2021
Music Classification: Beyond Supervised Learning, Towards Real-world Applications Minz Won Janne Spijkervet Keunwoo Choi VLM 63 13 0 23 Nov 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 68 0 0 06 Nov 2021
Adapting TTS models For New Speakers using Transfer Learning Paarth Neekhara Jason Chun Lok Li Boris Ginsburg 137 15 0 12 Oct 2021
Complex Network-Based Approach for Feature Extraction and Classification of Musical Genres M. Pimenta-Zanon G. Bressan Fabricio M. Lopes 15 1 0 09 Oct 2021
MS-SincResNet: Joint learning of 1D and 2D kernels using multi-scale SincNet and ResNet for music genre classification Pei-Chun Chang Yonghao Chen Chang-Hsing Lee 37 24 0 18 Sep 2021
Codified audio language modeling learns useful representations for music information retrieval Rodrigo Castellon Chris Donahue Percy Liang 146 91 0 12 Jul 2021
BERT-like Pre-training for Symbolic Piano Music Classification Tasks Yi-Hui Chou I-Chun Chen Chin-Jui Chang Joann Ching Yi-Hsuan Yang 87 25 0 12 Jul 2021
A Methodology for Exploring Deep Convolutional Features in Relation to Hand-Crafted Features with an Application to Music Audio Modeling Anna K. Yanchenko Mohammadreza Soltani Robert J. Ravier S. Mukherjee Vahid Tarokh 21 2 0 31 May 2021
MusCaps: Generating Captions for Music Audio Ilaria Manco Emmanouil Benetos Elio Quinton Gyorgy Fazekas 114 37 0 24 Apr 2021
An Interdisciplinary Review of Music Performance Analysis Alexander Lerch Claire Arthur Ashis Pati Francesco Ferroni 64 35 0 19 Apr 2021
Comparison and Analysis of Deep Audio Embeddings for Music Emotion Recognition E. Koh Shlomo Dubnov 59 39 0 13 Apr 2021
Transfer Learning for Piano Sustain-Pedal Detection B. Liang Gyorgy Fazekas Mark Sandler 41 5 0 24 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 411 37 0 05 Feb 2021
Fine-tuning deep learning model parameters for improved super-resolution of dynamic MRI with prior-knowledge Chompunuch Sarasaen S. Chatterjee Mario Breitkopf G. Rose A. Nürnberger Oliver Speck SupR 61 35 0 04 Feb 2021