Evaluation of CNN-based Automatic Music Tagging Models

1 June 2020

Xavier Serra

Papers citing "Evaluation of CNN-based Automatic Music Tagging Models"

50 / 64 papers shown

Title
Universal Music Representations? Evaluating Foundation Models on World Music Corpora Charilaos Papaioannou Emmanouil Benetos Alexandros Potamianos 17 0 0 20 Jun 2025
Learning Music Audio Representations With Limited Data Christos Plachouras Emmanouil Benetos Johan Pauwels 95 0 0 09 May 2025
Sparse Hybrid Linear-Morphological Networks Konstantinos Fotopoulos C. Garoufis Petros Maragos 40 0 0 12 Apr 2025
Myna: Masking-Based Contrastive Learning of Musical Representations Ori Yonay Tracy Hammond Tianbao Yang AAML 227 0 0 20 Feb 2025
OpenMU: Your Swiss Army Knife for Music Understanding Mengjie Zhao Zhi-Wei Zhong Zhuoyuan Mao Shiqi Yang Wei-Hsiang Liao Shusuke Takahashi Hiromi Wakaki Yuki Mitsufuji OSLM 99 8 0 21 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
Music auto-tagging in the long tail: A few-shot approach T. A. Ma Alexander Lerch VLM 61 0 0 12 Sep 2024
I can listen but cannot read: An evaluation of two-tower multimodal systems for instrument recognition Yannis Vasilakis Rachel M. Bittner Johan Pauwels 85 1 0 25 Jul 2024
Towards Training Music Taggers on Synthetic Data N. Kroher Steven Manangu A. Pikrakis 64 1 0 02 Jul 2024
Musical Word Embedding for Music Tagging and Retrieval Seungheon Doh Jongpil Lee Dasaem Jeong Juhan Nam 49 2 0 21 Apr 2024
Can Audio Reveal Music Performance Difficulty? Insights from the Piano Syllabus Dataset Pedro Ramoneda Minhee Lee Dasaem Jeong J. J. Valero-Mas Xavier Serra 477 1 0 06 Mar 2024
Embedding Compression for Teacher-to-Student Knowledge Transfer Yiwei Ding Alexander Lerch 48 1 0 09 Feb 2024
Expressivity-aware Music Performance Retrieval using Mid-level Perceptual Features and Emotion Word Embeddings Shreyan Chowdhury Gerhard Widmer 51 0 0 26 Jan 2024
Perceptual Musical Features for Interpretable Audio Tagging Vassilis Lyberatos Spyridon Kantarelis Edmund Dervakos Giorgos Stamou 49 7 0 18 Dec 2023
MART: Learning Hierarchical Music Audio Representations with Part-Whole Transformer Dongyu Yao Jieming Zhu Ruiming Tang Shengyu Zhang Zhou Zhao Liqun Deng Wenqiao Zhang Zhenhua Dong Xin Jiang VOS AI4TS 87 1 0 11 Dec 2023
mir_ref: A Representation Evaluation Framework for Music Information Retrieval Tasks Christos Plachouras Pablo Alonso-Jiménez Dmitry Bogdanov 89 4 0 10 Dec 2023
A Foundation Model for Music Informatics Minz Won Yun-Ning Hung Duc Le 110 23 0 06 Nov 2023
Joint Music and Language Attention Models for Zero-shot Music Tagging Xingjian Du Zhesong Yu Jiaju Lin Bilei Zhu Qiuqiang Kong BDL VLM 65 9 0 16 Oct 2023
MuseChat: A Conversational Music Recommendation System for Videos Zhikang Dong Bin Chen Xiulong Liu Paweł Polak Peng Zhang LRM 121 27 0 10 Oct 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
MusiLingo: Bridging Music and Text with Pre-trained Language Models for Music Captioning and Query Response Zihao Deng Yi Ma Yudong Liu Rongchen Guo Ge Zhang Wenhu Chen Wenhao Huang Emmanouil Benetos MLLM AuLLM 114 27 0 15 Sep 2023
MDSC: Towards Evaluating the Style Consistency Between Music and Dance Zixiang Zhou Weiyuan Li Baoyuan Wang 106 1 0 04 Sep 2023
Towards Contrastive Learning in Music Video Domain Karel Veldkamp Mariya Hendriksen Zoltán Szlávik Alexander Keijser SSL 51 2 0 01 Sep 2023
Symbolic & Acoustic: Multi-domain Music Emotion Modeling for Instrumental Music Kexin Zhu Xulong Zhang Jianzong Wang Ning Cheng Jing Xiao 72 0 0 28 Aug 2023
Emotion-Aligned Contrastive Learning Between Images and Music Shanti Stewart Kleanthis Avramidis Tiantian Feng Shrikanth Narayanan 43 1 0 24 Aug 2023
From West to East: Who can understand the music of the others better? Charilaos Papaioannou Emmanouil Benetos Alexandros Potamianos 61 5 0 19 Jul 2023
Audio Embeddings as Teachers for Music Classification Yiwei Ding Alexander Lerch 63 5 0 30 Jun 2023
Language-Guided Music Recommendation for Video via Prompt Analogies Daniel McKee Justin Salamon Josef Sivic Bryan C. Russell VGen 80 27 0 15 Jun 2023
Self-supervised Auxiliary Loss for Metric Learning in Music Similarity-based Retrieval and Auto-tagging Taketo Akama Hiroaki Kitano Katsuhiro Takematsu Yasushi Miyajima Natalia Polouliakh SSL 50 0 0 15 Apr 2023
An Attention-based Approach to Hierarchical Multi-label Music Instrument Classification Zhi-Wei Zhong M. Hirano Kazuki Shimada Kazuya Tateishi Shusuke Takahashi Yuki Mitsufuji 68 12 0 16 Feb 2023
Multi-Source Contrastive Learning from Musical Audio C. Garoufis Athanasia Zlatintsi Petros Maragos 84 6 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 78 6 0 01 Feb 2023
Toward Universal Text-to-Music Retrieval Seungheon Doh Minz Won Keunwoo Choi Juhan Nam VLM 81 28 0 26 Nov 2022
YM2413-MDB: A Multi-Instrumental FM Video Game Music Dataset with Emotion Annotations Eunjin Choi Y. Chung Seolhee Lee JongIk Jeon Taegyun Kwon Juhan Nam 67 8 0 14 Nov 2022
Low-Resource Music Genre Classification with Cross-Modal Neural Model Reprogramming Yun-Ning Hung Chao-Han Huck Yang Pin-Yu Chen Alexander Lerch 100 19 0 02 Nov 2022
On the Role of Visual Context in Enriching Music Representations Kleanthis Avramidis Shanti Stewart Shrikanth Narayanan 58 3 0 28 Oct 2022
Supervised and Unsupervised Learning of Audio Representations for Music Understanding Matthew C. McCallum Filip Korzeniowski Sergio Oramas F. Gouyon Andreas F. Ehmann SSL 135 40 0 07 Oct 2022
Music-to-Text Synaesthesia: Generating Descriptive Text from Music Recordings Zhihuan Kuang Shi Zong Jianbing Zhang Jiajun Chen Hongfu Liu 69 5 0 02 Oct 2022
The Chamber Ensemble Generator: Limitless High-Quality MIR Data via Generative Modeling Yusong Wu Josh Gardner Ethan Manilow Ian Simon Curtis Hawthorne Jesse Engel 91 10 0 28 Sep 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
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 88 7 0 22 Jun 2022
To catch a chorus, verse, intro, or anything else: Analyzing a song with structural functions Ju-Chiang Wang Yun-Ning Hung Jordan B. L. Smith 75 25 0 29 May 2022
Learning music audio representations via weak language supervision Ilaria Manco Emmanouil Benetos Elio Quinton Gyorgy Fazekas 161 33 0 08 Dec 2021
Semi-Supervised Music Tagging Transformer Minz Won Keunwoo Choi Xavier Serra ViT MedIm 404 48 0 26 Nov 2021
Music Classification: Beyond Supervised Learning, Towards Real-world Applications Minz Won Janne Spijkervet Keunwoo Choi VLM 63 13 0 23 Nov 2021
Unsupervised Source Separation By Steering Pretrained Music Models Ethan Manilow P. O'Reilly Prem Seetharaman Bryan Pardo 72 2 0 25 Oct 2021
SpecTNT: a Time-Frequency Transformer for Music Audio Weiyi Lu Ju-Chiang Wang Minz Won Keunwoo Choi Xuchen Song ViT 62 46 0 18 Oct 2021
Deep Learning Based EDM Subgenre Classification using Mel-Spectrogram and Tempogram Features Wei-Han Hsu Bo-Yu Chen Yi-Hsuan Yang 69 3 0 17 Oct 2021
Cross-domain Semi-Supervised Audio Event Classification Using Contrastive Regularization Donmoon Lee Kyogu Lee 42 3 0 29 Sep 2021