Keunwoo Choi

CoRR, 2023

A Demand-Driven Perspective on Generative Audio AI.

[BibT_eX]

[DOI]

CoRR, 2023

Room Impulse Response Estimation in a Multiple Source Environment.

[BibT_eX]

[DOI]

CoRR, 2023

Foley Sound Synthesis at the DCASE 2023 Challenge.

[BibT_eX]

[DOI]

CoRR, 2023

Jointist: Simultaneous Improvement of Multi-instrument Transcription and Music Source Separation via Joint Training.

[BibT_eX]

[DOI]

CoRR, 2023

LP-MusicCaps: LLM-Based Pseudo Music Captioning.

[BibT_eX]

[DOI]

Proceedings of the 24th International Society for Music Information Retrieval Conference, 2023

Medleyvox: An Evaluation Dataset for Multiple Singing Voices Separation.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2023

Toward Universal Text-To-Music Retrieval.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2023

Textless Speech-to-Music Retrieval Using Emotion Similarity.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2023

2022

A Proposal for Foley Sound Synthesis Challenge.

[BibT_eX]

[DOI]

CoRR, 2022

Jointist: Joint Learning for Multi-instrument Transcription and Its Applications.

[BibT_eX]

[DOI]

CoRR, 2022

2021

Music Classification: Beyond Supervised Learning, Towards Real-world Applications.

[BibT_eX]

[DOI]

Minz Won

Janne Spijkervet

CoRR, 2021

Semi-supervised Music Tagging Transformer.

[BibT_eX]

[DOI]

Minz Won

Xavier Serra

Proceedings of the 22nd International Society for Music Information Retrieval Conference, 2021

SpecTNT: a Time-Frequency Transformer for Music Audio.

[BibT_eX]

[DOI]

Proceedings of the 22nd International Society for Music Information Retrieval Conference, 2021

Decoupling Magnitude and Phase Estimation with Deep ResUNet for Music Source Separation.

[BibT_eX]

[DOI]

Proceedings of the 22nd International Society for Music Information Retrieval Conference, 2021

Listen, Read, and Identify: Multimodal Singing Language Identification of Music.

[BibT_eX]

[DOI]

Yuxuan Wang

Proceedings of the 22nd International Society for Music Information Retrieval Conference, 2021

2020

Large-Scale MIDI-based Composer Classification.

[BibT_eX]

[DOI]

Qiuqiang Kong

Yuxuan Wang

CoRR, 2020

Deep Composer Classification Using Symbolic Representation.

[BibT_eX]

[DOI]

CoRR, 2020

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

[BibT_eX]

[DOI]

Sanna Wager

Simon Durand

CoRR, 2020

2019

Deep Learning for Audio-Based Music Classification and Tagging: Teaching Computers to Distinguish Rock from Bach.

[BibT_eX]

[DOI]

IEEE Signal Process. Mag., 2019

Deep Unsupervised Drum Transcription.

[BibT_eX]

[DOI]

Kyunghyun Cho

Proceedings of the 20th International Society for Music Information Retrieval Conference, 2019

mirdata: Software for Reproducible Usage of Datasets.

[BibT_eX]

[DOI]

Proceedings of the 20th International Society for Music Information Retrieval Conference, 2019

2018

Deep neural networks for music tagging.

[BibT_eX]

[DOI]

PhD thesis, 2018

The Effects of Noisy Labels on Deep Convolutional Neural Networks for Music Tagging.

[BibT_eX]

[DOI]

IEEE Trans. Emerg. Top. Comput. Intell., 2018

Revisiting Singing Voice Detection: A quantitative review and the future outlook.

[BibT_eX]

[DOI]

Kyungyun Lee

Juhan Nam

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.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

A Comparison of Audio Signal Preprocessing Methods for Deep Neural Networks on Music Tagging.

[BibT_eX]

[DOI]

Proceedings of the 26th European Signal Processing Conference, 2018

2017

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

[BibT_eX]

[DOI]

Yeonwoo Jeong

Hosan Jeong

CoRR, 2017

A Tutorial on Deep Learning for Music Information Retrieval.

[BibT_eX]

[DOI]

CoRR, 2017

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

[BibT_eX]

[DOI]

Deokjin Joo

Juho Kim

CoRR, 2017

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

[BibT_eX]

[DOI]

CoRR, 2017

Transfer Learning for Music Classification and Regression Tasks.

[BibT_eX]

[DOI]

Proceedings of the 18th International Society for Music Information Retrieval Conference, 2017

Convolutional recurrent neural networks for music classification.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

2016

Towards Music Captioning: Generating Music Playlist Descriptions.

[BibT_eX]

[DOI]

CoRR, 2016

Explaining Deep Convolutional Neural Networks on Music Classification.

[BibT_eX]

[DOI]

CoRR, 2016

Text-based LSTM networks for Automatic Music Composition.

[BibT_eX]

[DOI]

CoRR, 2016

Towards Playlist Generation Algorithms Using RNNs Trained on Within-Track Transitions.

[BibT_eX]

[DOI]

Proceedings of the Late-breaking Results, 2016

Automatic Tagging Using Deep Convolutional Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the 17th International Society for Music Information Retrieval Conference, 2016

2015

Understanding Music Playlists.

[BibT_eX]

[DOI]