Literature Review
A curated list of foundational research in Music Information Retrieval and Audio Representation Learning.
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| Title | Authors | Year | Venue | Research Focus |
|---|---|---|---|---|
Deep Content-Based Music Recommendation | Van den Oord, A., Dieleman, S., Schrauwen, B. | 2013 | NIPS | Audio Representation Learning |
Musicnn: Pre-trained convolutional neural networks for music audio tagging | Pons, J., Serra, X. | 2019 | ISMIR | Deep Learning / MIR |
Jukebox: A Generative Model for Music | Dhariwal, P., et al. | 2020 | ArXiv | Generative Audio |
The Million Song Dataset | Bertin-Mahieux, T., et al. | 2011 | ISMIR | Data Engineering / Datasets |
CLAP: Contrastive Language-Audio Pretraining | Elizalde, B., et al. | 2023 | ICASSP | Multimodal Learning |