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Author: daniel

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Optimization of a Deep Learning Model for DNA Analysis under Hypoxemic Conditions

July 2, 2025July 2, 2025 daniel

Speaker: Paloma Villanueva Fuster. Abstract: This study focuses on predicting hypoxia-inducible factor (HIF) binding sites, which are critical regulators of the cellular response to low oxygen levels and are implicated in various diseases, including cancer. Using DNABERT-2, a Transformer-based language… Read More

AUDIAS Seminars

Detection and classification of plants and their condition based on ultrasound patterns generated under abiotic stress

June 25, 2025June 25, 2025 daniel

Speaker: Fernando David Modrego Arceo Abstract: Plant bioacoustics is an emerging field that suggests that plants not only respond to sound stimuli but also emit detectable acoustic signals, particularly under stress conditions. Recent studies have revealed airborne ultrasonic emissions produced… Read More

AUDIAS Seminars

Automatic Speech Recognition in Dialectal Data (COSER)

October 30, 2024November 6, 2024 daniel

Speaker: Clara Adsuar Ávila. Abstract: In this project, we address the importance of enhancing the accessibility and usefulness of Deep Learning technologies for non-standard speakers. From a linguistic perspective, rural Spanish areas are rich in dialectal variety. However, most technology… Read More

AUDIAS Seminars

Emotion recognition in Spanish audio

October 2, 2024October 1, 2024 daniel

Speaker: Manuel Otero González. Abstract: En esta charla se explicará la tarea de reconocimiento de emociones en audios en español, presentando los enfoques más avanzados del estado del arte, como Wav2Vec2 y W2V-Bert. Además, se introducirá el reto EmoSPeech, cuyo… Read More

AUDIAS Seminars

State of the Art in Sound Event Detection and DCASE Evaluations

September 25, 2024September 30, 2024 daniel

Speaker: Doroteo Torre Toledano. Abstract: In this talk I will review the most recent trajectory of the AUDIAS group in the field of Sound Event Detection (SED), highlighting our participations in DCASE evaluations (Task 4) from 2020 to 2023. Then,… Read More

AUDIAS Seminars

Large Language Models: From Theory to Practice in Text Classification

September 18, 2024September 18, 2024 daniel

Speaker: Miguel Ángel Martínez Pay. Abstract: This work presents a comprehensive overview of Large Language Models (LLMs), from their theoretical framework to practical applications in text classification. It compares the effectiveness of two key approaches: fine-tuning embeddings of smaller models… Read More

AUDIAS Seminars

Integration of Emotional Information in Speaker Recognition Systems

September 11, 2024September 11, 2024 daniel

Speaker: Arturo Domínguez Santos. Abstract: This Master’s thesis addresses the challenge of investigating how emotions affect speakerverification and proposes a system that integrates this emotional variability to try toimprove accuracy. The focus is on the speaker’s emotions, which has traditionally… Read More

AUDIAS Seminars

Exploring Speech Foundation Models for End-to-End Speaker Diarization

September 4, 2024September 11, 2024 daniel

Speaker: Laura Herrera Alarcón. Abstract: In this Master’s Thesis the use of pre-trained models for the diarization task has beenstudied in order to exploit their ability to extract robust and discriminative features.In particular, the WavLM model has been combined with… Read More

AUDIAS Seminars

Interpretation of fingerprint evidence with likelihood ratios (LRs – Likelihood ratios)

July 3, 2024September 13, 2024 daniel

Speaker: Joaquín González Rodríguez. Abstract: The forensic fingerprint identification process based on the ACE-V method, widely implemented, makes absolute identification or exclusion decisions that depend on opinions that vary from expert to expert (for example, whether we consider an observed… Read More

AUDIAS Seminars

SGE & CCC Architecture – Introduction for Beginners

June 26, 2024September 18, 2024 daniel

Speaker: Adrián Aranda Marcos. Abstract: Simple technical introduction for using SGE with AUDIAS servers (Son of Grid Engine) and CCC (UAM’s Central Computing Center).

AUDIAS Seminars

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AUDIAS Seminars

Optimization of a Deep Learning Model for DNA Analysis under Hypoxemic Conditions

July 2, 2025

Speaker: Paloma Villanueva Fuster. Abstract: This study focuses on predicting…

Detection and classification of plants and their condition based on ultrasound patterns generated under abiotic stress

June 25, 2025

Speaker: Fernando David Modrego Arceo Abstract: Plant bioacoustics is an…

News & Events

Alicia Lozano-Diez selected for a MSCA grant for an intership at MIT

April 14, 2023

AUDIAS PhD Students hired!

February 2, 2023

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

DeepMUSE Research Project granted to AUDIAS

June 24, 2022

Sergio Álvarez Balanya selected for an intership in Amazon

April 23, 2022
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