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Month: December 2021

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Diego de Benito has returned from his research stay at the Speech@FIT research group of Brno University of Technology (BUT)

December 20, 2021March 8, 2022 audias

Diego de Benito Gorrón has been doing a research stay at the prestigious Speech@FIT group of Brno University of Technology (BUT) in the Czech Republic from September 2021 to December 2021. He has been doing research in acoustic source separation… Read More

Highlights, News & Events

Semi-Supervised Music Tagging Transformer

December 16, 2021March 4, 2022 audias

Speaker: David Martín Abstract: Music Tagging Transformer (MTT) was recently released in the latest ISMIR 2021 Conference as one of the most erupting deep learning approaches for Music Information Retrieval. It consists of a semi-supervised approach where the model captures… Read More

AUDIAS Seminars

Encoder-Decoder Based Attractor Calculation for End-to-End Neural Diarization

December 9, 2021March 7, 2022 audias

Speaker: Alicia Lozano Díez Abstract: In this talk, we will deeply review the algorithms behind end-to-end systems for speaker diarization based on neural networks. In particular, we will describe how the encoder-decoder part of the model calculates “attractors” that capture… 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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