#17: Magdalena Fuentes joins Arfon and Abby to discuss her project Soundata. Magdalena shares insights into audio datasets, standardization, and community-driven open-source tools, offering valuable takeaways on reproducibility, dataset management, and open source in machine listening.

Magdalena is an Assistant Professor of Music Technology and Integrated Design & Media at New York University (NYU).

You can follow Magdalena on Twitter/X @mfu3ntes, GitHub @magdalenafuentes, LinkedIn @mfu3ntes https://www.linkedin.com/in/mfu3ntes/ or at her website magdalenafuentes.com.

Episode highlights:

[02:02 ] - Magdalena's Background and Motivation
[02:54 ] - Challenges in Machine Listening
[03:48 ] - Standardizing Audio Data with Soundata
[06:58 ] - Applications and Benefits of Soundata
[12:33 ] - Industry and Academic Use Cases
[13:27 ] - The Broader Landscape of Audio Data Tools
[16:37 ] - Encouraging Community Contributions
[21:48 ] - Maintaining and Evolving Soundata
[29:40 ] - Future Goals and Vision for Soundata

Links:

• JOSS paper: https://joss.theoj.org/papers/10.21105/joss.06634


• Soundata repository: https://github.com/soundata/soundata


• Magdalena on Twitter/X @mfu3ntes https://x.com/mfu3ntes, GitHub @magdalenafuentes https://github.com/magdalenafuentes, LinkedIn @mfu3ntes https://www.linkedin.com/in/mfu3ntes/, website: http://magdalenafuentes.com/


• The Journal of Open Source Software (Twitter/X, blog)


• @arfon on (fosstodon, Linkedin, GitHub, website)


• @abbycabs on (Twitter/X, hachyderm, bsky, Linkedin, GitHub, website)


• Donate to JOSS

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