Keunwoo Choi

According to our database1, Keunwoo Choi authored at least 23 papers between 2015 and 2020.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Other 

Links

Online presence:

On csauthors.net:

Bibliography

2020
Large-Scale MIDI-based Composer Classification.
CoRR, 2020

Deep Composer Classification Using Symbolic Representation.
CoRR, 2020

Dereverberation using joint estimation of dry speech signal and acoustic system.
CoRR, 2020

2019
Deep Learning for Audio-Based Music Classification and Tagging: Teaching Computers to Distinguish Rock from Bach.
IEEE Signal Process. Mag., 2019

Deep Unsupervised Drum Transcription.
Proceedings of the 20th International Society for Music Information Retrieval Conference, 2019

mirdata: Software for Reproducible Usage of Datasets.
Proceedings of the 20th International Society for Music Information Retrieval Conference, 2019

2018
Deep neural networks for music tagging.
PhD thesis, 2018

The Effects of Noisy Labels on Deep Convolutional Neural Networks for Music Tagging.
IEEE Trans. Emerg. Top. Comput. Intell., 2018

Revisiting Singing Voice Detection: A quantitative review and the future outlook.
Proceedings of the 19th International Society for Music Information Retrieval Conference, 2018

Similarity Measures for Vocal-Based Drum Sample Retrieval Using Deep Convolutional Auto-Encoders.
Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

A Comparison of Audio Signal Preprocessing Methods for Deep Neural Networks on Music Tagging.
Proceedings of the 26th European Signal Processing Conference, 2018

2017
DLR : Toward a deep learned rhythmic representation for music content analysis.
CoRR, 2017

A Tutorial on Deep Learning for Music Information Retrieval.
CoRR, 2017

Kapre: On-GPU Audio Preprocessing Layers for a Quick Implementation of Deep Neural Network Models with Keras.
CoRR, 2017

On the Robustness of Deep Convolutional Neural Networks for Music Classification.
CoRR, 2017

Transfer Learning for Music Classification and Regression Tasks.
Proceedings of the 18th International Society for Music Information Retrieval Conference, 2017

Convolutional recurrent neural networks for music classification.
Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

2016
Towards Music Captioning: Generating Music Playlist Descriptions.
CoRR, 2016

Explaining Deep Convolutional Neural Networks on Music Classification.
CoRR, 2016

Text-based LSTM networks for Automatic Music Composition.
CoRR, 2016

Towards Playlist Generation Algorithms Using RNNs Trained on Within-Track Transitions.
Proceedings of the Late-breaking Results, 2016

Automatic Tagging Using Deep Convolutional Neural Networks.
Proceedings of the 17th International Society for Music Information Retrieval Conference, 2016

2015
Understanding Music Playlists.
CoRR, 2015


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