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Author: audias

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DeepMUSE Research Project granted to AUDIAS

June 24, 2022June 24, 2022 audias

A new research project from the Spanish Research Agency has been (provisionally) granted to AUDIAS. The project is entitled “DeepMUSE: Multi-task and Semi-supervised Deep Learning for Speech and Audio Processing”. It starts in 2022 and will end by the end… Read More

Highlights, News & Events

Beltrán Labrador Selected for a Summer Internship at Google Research NY

March 8, 2022 audias

Beltrán Labrador Serrano has been recently selected for a summer internship at the Speech Processing group of Google Research in New York, USA. He will be starting the internship in May and returning to Madrid in September.

Highlights, News & Events

BigSSL: Large-Scale Semi-Supervised Learning for ASR

March 3, 2022March 4, 2022 audias

Speaker: Laura Herrera Abstract: This paper deals with results obtained on very large automatic speaker recognition models.A large amount of labelled data is not always available and sometimes they do not generalize enough. Consequently, the authors propose to use pre-trained… Read More

AUDIAS Seminars

Efficient Neural Approaches for Automatic Speech Recognition

February 24, 2022March 4, 2022 audias

Speaker: Doroteo Torre Toledano Abstract: Many different end-to-end neural approaches have been proposed in the last years in the field of automatic speech recognition (ASR). However, most of the research available compares systems only in terms of accuracy (word error… Read More

AUDIAS Seminars

Structured Output Learning

February 10, 2022March 4, 2022 audias

Speaker: María Pilar Fernández Rodríguez Abstract: Speech applications dealing with conversations require not only recognizing the spoken words, but also determining who spoke when, the language, punctuation, capitalization… To deal with it, it is typically addressed by merging the outputs… Read More

AUDIAS Seminars

Voxceleb Experiment: fairness

January 27, 2022March 4, 2022 audias

Speaker: Almudena Aguilera Abstract: The experiment is based on the dataset from Voxceleb [1], using the two pre-trained models. The main idea of these experiments was to study the fairness problems in different demographic groups present in the data base… Read More

AUDIAS Seminars

Diego de Benito has returned from his research stay at the Speech@FIT research group of Brno University of Technology (BUT)

December 20, 2021March 8, 2022 audias

Diego de Benito Gorrón has been doing a research stay at the prestigious Speech@FIT group of Brno University of Technology (BUT) in the Czech Republic from September 2021 to December 2021. He has been doing research in acoustic source separation… Read More

Highlights, News & Events

Semi-Supervised Music Tagging Transformer

December 16, 2021March 4, 2022 audias

Speaker: David Martín Abstract: Music Tagging Transformer (MTT) was recently released in the latest ISMIR 2021 Conference as one of the most erupting deep learning approaches for Music Information Retrieval. It consists of a semi-supervised approach where the model captures… Read More

AUDIAS Seminars

Encoder-Decoder Based Attractor Calculation for End-to-End Neural Diarization

December 9, 2021March 7, 2022 audias

Speaker: Alicia Lozano Díez Abstract: In this talk, we will deeply review the algorithms behind end-to-end systems for speaker diarization based on neural networks. In particular, we will describe how the encoder-decoder part of the model calculates “attractors” that capture… Read More

AUDIAS Seminars

Unsupervised Sound Separation Using Mixture Invariant Training

November 18, 2021March 7, 2022 audias

Speaker: Diego de Benito Gorrón Abstract: In recent years, rapid progress has been made on the problem of single-channel sound separation using supervised training of deep neural networks. In such supervised approaches, a model is trained to predict the component… 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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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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