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Year: 2024

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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

Fainess in Modern ASR Systems

January 22, 2024February 22, 2024 daniel

Speaker: Pilar Fernández Gallego. Abstract: Nowadays ASR (Automatic Speech Recognition) systems have dramatically improved, due both to advances in deep learning and to the collection of large datasets used to train the systems. However, it has been demonstrated in studies… Read More

AUDIAS Seminars

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AUDIAS Seminars

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…

Real-Time Room Acoustics Simulation Using Hybrid Wave-Based, Geometric, and Stochastic Models

July 24, 2026

Speaker: Maya Tia Kanani. Abstract: Real-time acoustic simulation remains 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

Approximating f-Divergences with Rank Statistics

September 25, 2026

Fused Semantic-Speaker Retrieval from Speech Databases

September 18, 2026
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