Convolutional Recurrent Neural Networks for Music Classification

14 September 2016

Papers citing "Convolutional Recurrent Neural Networks for Music Classification"

41 / 41 papers shown

Title
A Survey on Multimodal Music Emotion Recognition Rashini Liyanarachchi Aditya Joshi Erik Meijering 29 1 0 26 Apr 2025
MERGE -- A Bimodal Dataset for Static Music Emotion Recognition Pedro Lima Louro Hugo Redinho Ricardo Santos Ricardo Malheiro R. Panda Rui Pedro Paiva MoMe 67 3 0 13 Mar 2025
MusicScore: A Dataset for Music Score Modeling and Generation Yuheng Lin Zheqi Dai Qiuqiang Kong VLM 37 2 0 17 Jun 2024
Formal Verification of Long Short-Term Memory based Audio Classifiers: A Star based Approach Neelanjana Pal Taylor T. Johnson 8 0 0 16 Nov 2023
Differentiable short-time Fourier transform with respect to the hop length Maxime Leiber Y. Marnissi Axel Barrau M. Mohamed el Badaoui 9 4 0 26 Jul 2023
jazznet: A Dataset of Fundamental Piano Patterns for Music Audio Machine Learning Research Tosiron Adegbija SLR 21 6 0 17 Feb 2023
Graph Convolutional Neural Networks with Diverse Negative Samples via Decomposed Determinant Point Processes Wei Duan Junyu Xuan Maoying Qiao Jie Lu 31 8 0 05 Dec 2022
Proceedings of the 4th International Workshop on Reading Music Systems Jorge Calvo-Zaragoza Alexander Pacha Elona Shatri 27 0 0 23 Nov 2022
Enemy Spotted: in-game gun sound dataset for gunshot classification and localization Junwoo Park Youngwoo Cho Gyuhyeon Sim Hojoon Lee Jaegul Choo 22 7 0 12 Oct 2022
MATT: A Multiple-instance Attention Mechanism for Long-tail Music Genre Classification Xiaokai Liu Meng Zhang 8 0 0 09 Sep 2022
Towards Proper Contrastive Self-supervised Learning Strategies For Music Audio Representation Jeong-Eun Choi Seongwon Jang Hyunsouk Cho Sehee Chung SSL 16 6 0 10 Jul 2022
Singer Identification for Metaverse with Timbral and Middle-Level Perceptual Features Xulong Zhang Jianzong Wang Ning Cheng Jing Xiao 21 16 0 24 May 2022
Polyphonic pitch detection with convolutional recurrent neural networks Carl Thomé Sven Ahlback 25 8 0 04 Feb 2022
Zero-shot Singing Technique Conversion Brendan O'Connor S. Dixon Georgy Fazekas 32 5 0 16 Nov 2021
Reverse engineering recurrent neural networks with Jacobian switching linear dynamical systems Jimmy T.H. Smith Scott W. Linderman David Sussillo 20 28 0 01 Nov 2021
Google Neural Network Models for Edge Devices: Analyzing and Mitigating Machine Learning Inference Bottlenecks Amirali Boroumand Saugata Ghose Berkin Akin Ravi Narayanaswami Geraldo F. Oliveira Xiaoyu Ma Eric Shiu O. Mutlu 20 81 0 29 Sep 2021
Mitigating Edge Machine Learning Inference Bottlenecks: An Empirical Study on Accelerating Google Edge Models Amirali Boroumand Saugata Ghose Berkin Akin Ravi Narayanaswami Geraldo F. Oliveira Xiaoyu Ma Eric Shiu O. Mutlu 24 28 0 01 Mar 2021
Artificially Synthesising Data for Audio Classification and Segmentation to Improve Speech and Music Detection in Radio Broadcast S. Venkatesh D. Moffat Alexis Kirke Gözel Shakeri S. Brewster ... Helen Odell-Miller Alexander J. Street Nicolas Farina Sube Banerjee E. Miranda 20 11 0 19 Feb 2021
Driving Style Representation in Convolutional Recurrent Neural Network Model of Driver Identification Sobhan Moosavi P. Mahajan Srinivasan Parthasarathy Colleen Saunders-Chukwu R. Ramnath AILaw 20 16 0 11 Feb 2021
Melon Playlist Dataset: a public dataset for audio-based playlist generation and music tagging Andrés Ferraro Yuntae Kim Soohyeon Lee Biho Kim Namjun Jo ... Suyon Lim J. Jang Sehwan Kim Xavier Serra Dmitry Bogdanov 14 12 0 30 Jan 2021
CLAR: Contrastive Learning of Auditory Representations Haider Al-Tahan Y. Mohsenzadeh SSL 118 56 0 19 Oct 2020
Disentangled Multidimensional Metric Learning for Music Similarity Jongpil Lee Nicholas J. Bryan Justin Salamon Zeyu Jin Juhan Nam 24 40 0 09 Aug 2020
Rethinking CNN Models for Audio Classification Kamalesh Palanisamy Dipika Singhania Angela Yao SSL 25 144 0 22 Jul 2020
A Survey on Transfer Learning in Natural Language Processing Zaid Alyafeai Maged S. Alshaibani Irfan Ahmad 30 72 0 31 May 2020
Multi-modal Automated Speech Scoring using Attention Fusion Manraj Singh Grover Yaman Kumar Singla Sumit Sarin Payman Vafaee Mika Hama R. Shah 24 11 0 17 May 2020
Unsupervised Cross-Modal Audio Representation Learning from Unstructured Multilingual Text Alexander Schindler S. Gordea Peter Knees SSL 10 1 0 27 Mar 2020
On Translation Invariance in CNNs: Convolutional Layers can Exploit Absolute Spatial Location O. Kayhan Jan van Gemert 209 232 0 16 Mar 2020
How Low Can You Go? Reducing Frequency and Time Resolution in Current CNN Architectures for Music Auto-tagging Andrés Ferraro Dmitry Bogdanov Xavier Serra Jay Ho Jeon Jason Yoon 13 3 0 12 Nov 2019
Moviescope: Large-scale Analysis of Movies using Multiple Modalities Paola Cascante-Bonilla Kalpathy Sitaraman Mengjia Luo Vicente Ordonez 22 39 0 08 Aug 2019
Marine Mammal Species Classification using Convolutional Neural Networks and a Novel Acoustic Representation Mark R. P. Thomas B. Martin Katie A. Kowarski B. Gaudet Stan Matwin 16 43 0 30 Jul 2019
Zero-shot Learning for Audio-based Music Classification and Tagging Jeong-Eun Choi Jongpil Lee Jiyoung Park Juhan Nam VLM 22 45 0 05 Jul 2019
Audio Classification of Bit-Representation Waveform Masaki Okawa Takuya Saito N. Sawada Hiromitsu Nishizaki 11 8 0 08 Apr 2019
Weakly Labelled AudioSet Tagging with Attention Neural Networks Qiuqiang Kong Changsong Yu Turab Iqbal Yong-mei Xu Wenwu Wang Mark D. Plumbley NoLa 22 78 0 02 Mar 2019
Music Artist Classification with Convolutional Recurrent Neural Networks Zain Nasrullah Yue Zhao 19 43 0 14 Jan 2019
Folksonomication: Predicting Tags for Movies from Plot Synopses Using Emotion Flow Encoded Neural Network Sudipta Kar Suraj Maharjan Thamar Solorio 40 21 0 15 Aug 2018
End-to-end learning for music audio tagging at scale Jordi Pons Oriol Nieto Matthew Prockup Erik M. Schmidt Andreas F. Ehmann Xavier Serra 30 176 0 07 Nov 2017
A Comparison of Audio Signal Preprocessing Methods for Deep Neural Networks on Music Tagging Keunwoo Choi Gyorgy Fazekas Kyunghyun Cho Mark Sandler 22 63 0 06 Sep 2017
N-gram and Neural Language Models for Discriminating Similar Languages Andre Cianflone Leila Kosseim 11 14 0 11 Aug 2017
Stacked Convolutional and Recurrent Neural Networks for Music Emotion Recognition Miroslav Malik Sharath Adavanne K. Drossos Tuomas Virtanen D. Ticha R. Jarina 18 62 0 07 Jun 2017
Stacked Convolutional and Recurrent Neural Networks for Bird Audio Detection Sharath Adavanne K. Drossos Emre Çakir Tuomas Virtanen 13 60 0 07 Jun 2017
Multi-Level and Multi-Scale Feature Aggregation Using Pre-trained Convolutional Neural Networks for Music Auto-tagging Jongpil Lee Juhan Nam 24 137 0 06 Mar 2017