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Day: March 12, 2025

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The Expected Cost: One Performance Metric to Rule Them All

March 12, 2025June 11, 2025 Adrián Aranda Márquez

Speaker: Daniel Ramos Castro. Abstract: Based on https://openreview.net/forum?id=3mN9QNWArl. Abstract of original paper: “The expected cost (EC) is one of the main classification metrics introduced in statistical and machine learning books. It is based on the assumption that, for a given… Read More

AUDIAS Seminars

AUDIAS Seminars

Transformer-Based Automatic Music Transcription for Piano with Noise Robustness and Mobile Deployment

October 9, 2026

Speaker: Miguel Fernández Lara. Abstract: This work presents the development…

Approximating f-Divergences with Rank Statistics

September 25, 2026

Speaker: José Manuel de Frutos Porras. Abstract: Comparing probability distributions…

Fused Semantic-Speaker Retrieval from Speech Databases

September 18, 2026

Speaker: Jan Zdenek. Abstract: Semantic speech retrieval systems typically focus…

From Audio to Trustworthy AI: A Research Journey

September 11, 2026

Speaker: Patricia Alonso de Apellaniz Abstract: This talk traces a…

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AUDIAS is a solid research group addressing challenging problems in speech, audio and temporal signals from deep foundations in machine learning and signal processing.

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Highlights

Transformer-Based Automatic Music Transcription for Piano with Noise Robustness and Mobile Deployment

October 9, 2026

Approximating f-Divergences with Rank Statistics

September 25, 2026
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