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).
Stabilising Reinforcement Learning with Past Action-State Representation Learning
Speaker: Tamas Endrei. Abstract: Although deep reinforcement learning (DRL) deals with sequential decision-making problems, temporal information representation is absent from state-of-the-art actor-critic algorithms. The reliance on only the current timestep information causes instability in concurrent actions. Furthermore, the over-reliance on… Read More
Study of the predictive capacity of the efficacy of platelet-rich plasma (PRP) treatments in joint injuries
Speaker: Berta Caunedo Castro. Abstract: This Final Degree Project evaluates Platelet-Rich Plasma (PRP) therapy as an alternative to traditional treatments for knee osteoarthritis, a prevalent joint condition. PRP uses regenerative growth factors from the patient’s blood, but its variability complicates… Read More
Enhancing Sound Event Detection and Speaker Verification employing weak supervision
Speaker: Sara Barahona Quirós. Abstract: In this seminar, we will explore approaches for training acoustic event detection and speaker verification systems employing limited labels. Specifically, for the first task, we will explain the optimization process of a system based on… Read More
Leveraging Speaker Embeddings in End-to-End Neural Diarization for Two-Speaker Scenarios
Speaker: Juan Ignacio Álvarez Trejos. Abstract: This presentation covers the work presented at Odyssey 2024, focusing on speaker diarization in two-speaker scenarios. End-to-end neural speaker diarization systems are designed to handle overlapping speech while accurately distinguishing between speakers. In this… Read More
Transformers for Binding Prediction of Hypoxia-Induced Factors
Speaker: Manuel Fernando Mollón Laorca. Abstract: Hypoxia-inducible factors (HIFs) are proteins that play a crucial role in the cellular response to low oxygen levels. Accurate prediction of the binding of these factors to their target DNA is essential for understanding… Read More
Whisper‑based spoken term detection systems for search on speech ALBAYZIN evaluation challenge
Speaker: Javier Tejedor Noguerales. Abstract: The vast amount of information stored in audio repositories makes necessary the development of efficient and automatic methods to search on audio content. In that direction, search on speech (SoS) has received much attention in… Read More
Road map for Albayzin Diarization Challenge 2024
Speaker: Jérémie Touati. Abstract: The diarization challenge of the 2024 Albayzin evaluation stands out by various difficulties. The recordings, which come from databases of Spanish radio and television programs, can last up to several hours, they contain an undetermined and… Read More
Introduction to the Language-Based Audio Retrieval task.
Speaker: Manuel Otero. Abstract: Language-Based Audio Retrieval is a task of the DCASE Challenge, which is based on the retrieval of audio information from natural language descriptions. Two of the best performing approaches in the state of the art will… Read More
Data Augmentation for Respiratory Cycle Classification
Speaker: Miguel Ángel. Abstract: Analysing respiratory audios in order to detect and classify adventitious respiratory sounds is of vital importance for the development of continuous monitoring tools for patients with respiratory diseases. The ICBHI 2017 database is the most widely… Read More