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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

Semi-supervised sound event detection for AnuraSet using a mean teacher framework

July 22, 2026

Speaker: Vicente Jose Escarigo Miranda Abstract: Anuran vocalizations are valuable…

Prediction of HIF Binding Sites

July 17, 2026

Speaker: Elias Boudjella. Abstract: This presentation describes a deep learning…

Rigorous Forensic Automatic Speaker Recognition: Bayesian Decision Theory, Probabilistic Calibration and Case-Specific Validation

July 10, 2026

Speaker: Daniel Ramos. Abstract: The use of automatic speaker recognition…

FiLM-Based Speaker Conditioning of a SpeechLLM for Pathological Speech Recognition

July 3, 2026

Speaker: William Fernando López Gavilanez. Abstract: Automatic speech recognition (ASR)…

About AUDIAS

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

Semi-supervised sound event detection for AnuraSet using a mean teacher framework

July 22, 2026

Prediction of HIF Binding Sites

July 17, 2026
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