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Category: News & Events

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PhysioNet Challenge 2016: Classification of Heart Sound Recordings

March 24, 2023March 31, 2023 daniel

Speaker: Javier Galán Fernández. Abstract: Cardiovascular diseases are the leading cause of death in the world, accounting for 32% of all deaths recorded throughout the year. The 2016 PhysioNet challenge aimed to encourage the development of algorithms to classify heart… Read More

AUDIAS Seminars

How speaker diarization evolved recently: from clustering to end-to-end approaches

March 17, 2023March 30, 2023 daniel

Speaker: Alicia Lozano Díez. Abstract: Speaker diarization systems aim to segment a multi-speaker audio recording according to speaker changes, providing the time stamps of the activity of each speaker, including segments where nobody speaks and those where more than one… Read More

AUDIAS Seminars

VoxCeleb-Spain: Design, Acquisition and Preliminar Evaluation

March 10, 2023March 14, 2023 daniel

Speaker: Manuel Otero González. Abstract: Description of VoxCeleb and its latest Challenges (2019-2022), elaboration and capture of audio database of celebrities of Spanish nationality, and preliminary evaluation of a pre-trained system with the acquired data.

AUDIAS Seminars

MusicLM: Generating music from text

March 3, 2023March 3, 2023 daniel

Speaker: Laura Herrera Alarcón Abstract: Based on https://arxiv.org/pdf/2301.11325.pdf. This paper presents a new model for generating high-fidelity music from text descriptions. It combines SoundStream, w2v-BERT and MuLan, 3 models that allow to obtain temporal coherence and high quality audios of… Read More

AUDIAS Seminars

Iterative psuedo-forced alignment tool

February 17, 2023March 3, 2023 daniel

Speaker: W. Fernando López Gavilánez. Abstract: High-quality data labeling from specific domains is costly and human time-consuming. In this work, we propose an iterative pseudo-forced alignment algorithm for long audio files with low-quality transcriptions. The alignments are iteratively done by… Read More

AUDIAS Seminars

Differentially Private Fine-Tuning for Language Models

February 10, 2023February 10, 2023 daniel

Speaker: Beltrán Labrador Serrano. Abstract: Based on https://arxiv.org/abs/2110.06500. In this talk we will comment the paper Differentially Private Fine-Tuning for Language Models, where the authors give simpler, sparser, and faster algorithms for differentially private fine-tuning of large-scale pre-trained language models,… Read More

AUDIAS Seminars

Conformer Architecture for Sound Event Detection (DCASE) 

February 3, 2023February 3, 2023 daniel

Speaker: Sara Barahona Quirós. Abstract: Sound Event Detection is the task that is focused on automatizing the human’s ability of recognizing sound events in the environment. Over the last years, the creation of evaluations such as the Detection and Classification… Read More

AUDIAS Seminars

AUDIAS PhD Students hired!

February 2, 2023February 3, 2023 daniel

Sergio Álvarez-Balanya has recently been hired at Amazon (Barcelona) as an Applied Scientist. Pablo Ramírez-Hereza has recently been hired at the company Atos, in Madrid (Spain) as a full-time researcher working on Horizon Europa projects. Both starting late 2022. Congratulations!

News & Events

MixMatch: A Holistic Approach to Semi-Supervised Learning

January 20, 2023February 3, 2023 daniel

Speaker: Diego de Benito Gorrón. Abstract: This talk is an overview of a NIPS 2019 paper by David Berthelot et al. (Google Research) that proposes a novel method for Semi-supervised learning: MixMatch. “Semi-supervised learning has proven to be a powerful… Read More

AUDIAS Seminars

Highly accurate protein structure prediction with AlphaFold

January 13, 2023January 16, 2023 daniel

Speaker: Juan Ignacio Álvarez Trejos. Abstract: Based on https://www.nature.com/articles/s41586-021-03819-2. Proteins are essential to life, and understanding their structure can facilitate a mechanistic understanding of their function. Through an enormous experimental effort, the structures of around 100,000 unique proteins have been… Read More

AUDIAS Seminars

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AUDIAS Seminars

PhysioNet Challenge 2016: Classification of Heart Sound Recordings

March 24, 2023

Speaker: Javier Galán Fernández. Abstract: Cardiovascular diseases are the leading…

How speaker diarization evolved recently: from clustering to end-to-end approaches

March 17, 2023

Speaker: Alicia Lozano Díez. Abstract: Speaker diarization systems aim to…

News & Events

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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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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