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Month: December 2024

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Foundational Models for Self-Supervised Speaker Diarization and Target Speaker ASR

December 18, 2024January 30, 2025 Adrián Aranda Márquez

Speaker: Alicia Lozano-Diez. Abstract: In this talk, I will review a few of the last trends in speaker diarization and target speaker ASR. I will present two papers that address these two tasks respectively, and leverage the power of foundational… Read More

AUDIAS Seminars

What can LLMs bring to the field of acoustic event detection?

December 11, 2024January 30, 2025 Adrián Aranda Márquez

Speaker: Sergio Segovia González. Abstract: The answer to this question through these two articles, “WILDDESED: An LLM-POWERED dataset for wild domestic environment sound event detection system” and “Leveraging LLM and Text-Queried Separation for Noise-Robust Sound Event Detection” has been carried… Read More

AUDIAS Seminars

Exploring Large Protein Language Models in Constrained Data Regimes

December 4, 2024January 30, 2025 Adrián Aranda Márquez

Speaker: Manuel Fernando Mollon Laorca. Abstract: In this study, we expand upon the FLIP benchmark—designed for evaluating protein language models (pLMs) in small, specialized prediction tasks—by assessing the performance of state-of-the-art models, including ESM-2, SaProt, and Tranception, on the FLIP… Read More

AUDIAS Seminars

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)…

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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

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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