publications

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2022

Ma, Alison B; Lerch, Alexander

Representation Learning for the Automatic Indexing of Sound Effects Libraries Inproceedings

In: Proceedings of the International Society for Music Information Retrieval Conference (ISMIR), Bangalore, IN, 2022, (arXiv:2208.09096 [cs, eess]).

Abstract | Links | BibTeX | Tags: Computer Science - Machine Learning, Computer Science - Sound, Electrical Engineering and Systems Science - Audio and Speech Processing

Vinay, Ashvala; Lerch, Alexander

Evaluating Generative Audio Systems and their Metrics Inproceedings

In: Proceedings of the International Society for Music Information Retrieval Conference (ISMIR), Bangalore, IN, 2022, (arXiv:2209.00130 [cs, eess]).

Abstract | Links | BibTeX | Tags: Computer Science - Machine Learning, Computer Science - Sound, Electrical Engineering and Systems Science - Audio and Speech Processing

Hung, Yun-Ning; Lerch, Alexander

Feature-informed Latent Space Regularization for Music Source Separation Miscellaneous

2022, (arXiv:2203.09132 [eess]).

Abstract | Links | BibTeX | Tags: Electrical Engineering and Systems Science - Audio and Speech Processing

Kalbag, Vedant; Lerch, Alexander

Scream Detection in Heavy Metal Music Inproceedings

In: Proceedings of the Sound and Music Computing Conference (SMC), Saint-Etienne, 2022.

Abstract | Links | BibTeX | Tags: Computer Science - Machine Learning, Computer Science - Sound, Electrical Engineering and Systems Science - Audio and Speech Processing

Hung, Yun-Ning; Lerch, Alexander

Feature-informed Embedding Space Regularization for Audio Classification Inproceedings

In: Proceedings of the European Signal Processing Conference (EUSIPCO), Belgrade, Serbia, 2022.

Abstract | Links | BibTeX | Tags: Computer Science - Sound, Electrical Engineering and Systems Science - Audio and Speech Processing

2021

Watcharasupat, Karn N; Lerch, Alexander

Evaluation of Latent Space Disentanglement in the Presence of Interdependent Attributes Inproceedings

In: Late Breaking Demo (Extended Abstract), Proceedings of the International Society for Music Information Retrieval Conference (ISMIR), Online, 2021.

Abstract | Links | BibTeX | Tags: Computer Science - Information Retrieval, Computer Science - Information Theory, Computer Science - Machine Learning, Computer Science - Sound, Electrical Engineering and Systems Science - Audio and Speech Processing

Music Informatics Group