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Month: February 2024

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  • February

Rotary Position Embeddings (RoPE) in Transformers.

February 28, 2024April 2, 2024 daniel

Speaker: Doroteo Torre Toledano. Abstract: Since Transformers were proposed in 2017, they have dominated the state-of-the-art in several domains including language modelling, speech processing, and even image processing. Although the main ideas of the original Transformers are essentially kept, there… Read More

AUDIAS Seminars

Large Language Models in Protein Engineering

February 21, 2024February 22, 2024 daniel

Speaker: Natalia Pinto Estéban. Abstract: The intersection of artificial intelligence and protein engineering represents an innovative frontier in scientific exploration. In this presentation, titled ‘Large Language Models in Protein Engineering,’ we delve into the field of advanced language models, focusing… Read More

AUDIAS Seminars

Lute and vihuela in the Renaissance period: instruments and music

February 14, 2024February 23, 2024 daniel

Speaker: Joaquín González Rodríguez. Abstract: In this talk we will present an overview of two extremely popular plucked musical instruments in XVI century in Europe, the Lute and its Spanish version the Vihuela. Sharing a common tuning and playing characteristics… Read More

AUDIAS Seminars

DiarizationLM: speaker diarization post-processing with large language models

February 7, 2024February 22, 2024 daniel

Speaker: Laura Herrera Alarcón. Abstract: This paper presents a framework designed to post-process the outputs of speaker diarization systems using large language models (LLM). The framework aims to enhance the readability of the diarized transcripts and reduce the WDER. For… Read More

AUDIAS Seminars

AUDIAS Seminars

Calibration of Multiclass Classifiers: A Wee Tutorial.

October 30, 2025

Speaker: Daniel Ramos Castro. Abstract: Probabilistic predictions are vital for…

Titans: Learning to Memorize at Test Time

October 23, 2025

Speaker: Adrián Aranda Márquez. Abstract: This presentation provides an in-depth…

Calibration and Fusion of End-to-End Neural Diarization Models: A Comprehensive Framework

October 16, 2025

Speaker: Sergio Álvarez Balanya Abstract: End-to-End Neural Diarization (EEND) systems…

YOLO-based Transfer Learning for Acoustic Event Detection using Visual Object Detection Techniques

October 9, 2025

Speaker: Sergio Segovia González. Abstract: Traditional SED approaches are based…

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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

Calibration of Multiclass Classifiers: A Wee Tutorial.

October 30, 2025

Titans: Learning to Memorize at Test Time

October 23, 2025
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