Automatic tagging using deep convolutional neural networks

1 June 2016

Papers citing "Automatic tagging using deep convolutional neural networks"

36 / 36 papers shown

Title
MERGE -- A Bimodal Dataset for Static Music Emotion Recognition Pedro Lima Louro Hugo Redinho Ricardo Santos Ricardo Malheiro R. Panda Rui Pedro Paiva MoMe 72 3 0 13 Mar 2025
MT2KD: Towards A General-Purpose Encoder for Speech, Speaker, and Audio Events Xiaoyu Yang Qiujia Li Chao Zhang P. Woodland 31 0 0 25 Sep 2024
Music Era Recognition Using Supervised Contrastive Learning and Artist Information Qiqi He Xuchen Song Weituo Hao Ju-Chiang Wang Fan Zhang Wei Li 33 0 0 07 Jul 2024
MuseChat: A Conversational Music Recommendation System for Videos Zhikang Dong Bin Chen Xiulong Liu Paweł Polak Peng Zhang LRM 45 26 0 10 Oct 2023
Audio-Visual Dataset and Method for Anomaly Detection in Traffic Videos Błażej Leporowski Arian Bakhtiarnia Nicole Bonnici A. Muscat Luca Zanella Yiming Wang Alexandros Iosifidis 35 1 0 24 May 2023
Pre-Training Strategies Using Contrastive Learning and Playlist Information for Music Classification and Similarity Pablo Alonso-Jiménez Xavier Favory Hadrien Foroughmand Grigoris Bourdalas Xavier Serra T. Lidy Dmitry Bogdanov 42 6 0 24 Apr 2023
Flow Moods: Recommending Music by Moods on Deezer Théo Bontempelli Benjamin Chapus François Rigaud M. Morlon Marin Lorant Guillaume Salha-Galvan 19 16 0 15 Jul 2022
Continual Transformers: Redundancy-Free Attention for Online Inference Lukas Hedegaard Arian Bakhtiarnia Alexandros Iosifidis CLL 27 11 0 17 Jan 2022
Unsupervised Source Separation By Steering Pretrained Music Models Ethan Manilow P. O'Reilly Prem Seetharaman Bryan Pardo 24 2 0 25 Oct 2021
Multi-task Learning with Metadata for Music Mood Classification Rajnish Kumar Manjeet Dahiya 18 1 0 10 Oct 2021
Single-Layer Vision Transformers for More Accurate Early Exits with Less Overhead Arian Bakhtiarnia Qi Zhang Alexandros Iosifidis 27 35 0 19 May 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
Rethinking CNN Models for Audio Classification Kamalesh Palanisamy Dipika Singhania Angela Yao SSL 33 144 0 22 Jul 2020
Visual Attention for Musical Instrument Recognition Karn N. Watcharasupat Francesco Ferroni Alexander Lerch 27 3 0 17 Jun 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 18 3 0 12 Nov 2019
musicnn: Pre-trained convolutional neural networks for music audio tagging Jordi Pons Xavier Serra VLM MGen 22 96 0 14 Sep 2019
A Feature Learning Siamese Model for Intelligent Control of the Dynamic Range Compressor D. Sheng Gyorgy Fazekas 16 30 0 01 May 2019
Deep Learning for Audio Signal Processing Hendrik Purwins Bo-wen Li Tuomas Virtanen Jan Schlüter Shuo-yiin Chang Tara N. Sainath VLM 24 586 0 30 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 24 78 0 02 Mar 2019
Audio Caption: Listen and Tell Mengyue Wu Heinrich Dinkel Kai Yu 22 61 0 25 Feb 2019
Exploiting Synchronized Lyrics And Vocal Features For Music Emotion Detection Loreto Parisi Simone Francia Silvio Olivastri Maria Stella Tavella 23 11 0 15 Jan 2019
Music Artist Classification with Convolutional Recurrent Neural Networks Zain Nasrullah Yue Zhao 30 43 0 14 Jan 2019
Sample Mixed-Based Data Augmentation for Domestic Audio Tagging Shengyun Wei Kele Xu Dezhi Wang Feifan Liao Huaimin Wang Qiuqiang Kong 107 38 0 12 Aug 2018
Audio-Visual Sentiment Analysis for Learning Emotional Arcs in Movies Eric Chu D. Roy 18 40 0 08 Dec 2017
A joint separation-classification model for sound event detection of weakly labelled data Qiuqiang Kong Yong-mei Xu Wenwu Wang Mark D. Plumbley 21 29 0 08 Nov 2017
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
Audio Set classification with attention model: A probabilistic perspective Qiuqiang Kong Yong-mei Xu Wenwu Wang Mark D. Plumbley BDL 23 104 0 02 Nov 2017
Listening to the World Improves Speech Command Recognition B. McMahan D. Rao 26 38 0 23 Oct 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
Kapre: On-GPU Audio Preprocessing Layers for a Quick Implementation of Deep Neural Network Models with Keras Keunwoo Choi Deokjin Joo Juho Kim VLM 16 72 0 19 Jun 2017
Multi-Level and Multi-Scale Feature Aggregation Using Pre-trained Convolutional Neural Networks for Music Auto-tagging Jongpil Lee Juhan Nam 29 137 0 06 Mar 2017
Learning Features of Music from Scratch John Thickstun Zaïd Harchaoui Sham Kakade 22 200 0 29 Nov 2016
A Joint Detection-Classification Model for Audio Tagging of Weakly Labelled Data Qiuqiang Kong Yong-mei Xu Wenwu Wang Mark D. Plumbley VLM 29 47 0 06 Oct 2016
Convolutional Recurrent Neural Networks for Music Classification Keunwoo Choi Gyorgy Fazekas Mark Sandler Kyunghyun Cho 15 476 0 14 Sep 2016
Towards Music Captioning: Generating Music Playlist Descriptions Keunwoo Choi Gyorgy Fazekas Brian McFee Kyunghyun Cho Mark Sandler 30 13 0 17 Aug 2016
Early Detection of Combustion Instabilities using Deep Convolutional Selective Autoencoders on Hi-speed Flame Video Chandrayee Basu Qian Yang M. Singhal Anca Dragan 51 174 0 25 Mar 2016