Skip to content
Main Menu
  • Home
  • News
  • Seminars
  • People
    • Staff
    • Ph.D. Students
    • Students
    • AUDIAS Alumni
  • Publications
  • Projects & Industry
    • Projects
    • Industry
  • Evaluations
  • For Students
    • Master’s Thesis Proposals
    • Study Grants and Opportunities
    • Teaching
  • Contact
AUDIAS-UAM
  • Home
  • News
  • Seminars
  • People
    • Staff
    • Ph.D. Students
    • Students
    • AUDIAS Alumni
  • Publications
  • Projects & Industry
    • Projects
    • Industry
  • Evaluations
  • For Students
    • Master’s Thesis Proposals
    • Study Grants and Opportunities
    • Teaching
  • Contact

Year: 2022

  • Home
  • 2022
  • Page 2

Efficient Transformers for End-to-End Neural Speaker Diarization

September 9, 2022September 20, 2022 daniel

Speaker: Sergio Izquierdo. Abstract: The recently proposed End-to-End Neural speaker Diarization framework (EEND) handles speech overlap and speech activity detection natively. While extensions of this work have reported remarkable results in both two-speaker and multi-speaker diarization scenarios, these come at… Read More

AUDIAS Seminars

Sound Event Detection in a large-scale audio dataset with multi-resolution neural networks

September 9, 2022September 20, 2022 daniel

Speaker: Sara Barahona Quirós. Abstract: Sound event detection is the task that aims to automatize the human’s ability of recognizing sound events in the environment by their particular acoustic information. For this purpose, deep learning techniques are employed to build… Read More

AUDIAS Seminars

A Speaker Verification Backend with Robust Performance across Conditions

July 14, 2022July 14, 2022 daniel

Speaker: Joaquin Gonzalez-Rodriguez. Abstract: Presentation of the paper in https://arxiv.org/abs/2102.01760: L. Ferrer et al. “A Speaker Verification Backend with Robust Performance across Conditions”, 2021. Abstract of the paper (reproduced from the preprint): In this paper, we address the problem of… Read More

AUDIAS Seminars

Linear-Gaussian Bayesian Network Applications to Forensic Chemistry

June 30, 2022July 14, 2022 daniel

Speaker: Elías Hernandis Prieto. Abstract: Forensic evidence evaluation using the likelihood ratio framework requires knowledge about the probability distribution of the data. For evaluating samples of glass remains, this translates to obtaining the joint probability distribution of the relative concentrations… Read More

AUDIAS Seminars

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

Improvements in deep learning semi-supervised model selection for the optimization of different Sound Event Detection metrics

June 23, 2022July 13, 2022 daniel

Spaker: Cristina Moratilla. Abstract: Sound Event Detection is one of the most developed fields in the area of audio signal processing in the last decades. The objective of such detection is to locate the start and end instants of audio… Read More

AUDIAS Seminars

Bias analysis in speaker recognition systems based in DNN-embeddings

June 20, 2022June 28, 2022 daniel

Speaker: Almudena Aguilera. Abstract: In this study we will evaluate the discriminatory behaviours that are generated in speaker recognition systems, specifically those that verify whether two audios belong to the same speaker or not. These systems work by extracting the… Read More

AUDIAS Seminars

MetaAudio: A Few-Shot Audio Classification Benchmark

June 9, 2022June 9, 2022 daniel

Speaker: David Martín Gutiérrez. Abstract: Currently available benchmarks for few-shot learning (machine learning with few training examples) are limited in the domains they cover, primarily focusing on image classification. This work aims to alleviate this reliance on image-based benchmarks by… Read More

AUDIAS Seminars

Speaker Diarization, X-vectors with Encoder-Decoder based attractors

June 2, 2022June 8, 2022 daniel

Speaker: Juan Ignacio Álvarez Trejos. Abstract: X-Vectors are speaker embeddings that emerge to address the speaker recognition task, surprisingly outperforming i-vectors in most speaker tasks. It is proposed to take advantage of the information contained in these embeddings by using… Read More

AUDIAS Seminars

Gaussianization of LA-ICP-MS Features to Improve Calibration in Forensic Glass Comparison

May 25, 2022June 8, 2022 daniel

Speaker: Pablo Ramírez Hereza. Abstract: The forensic comparison of glass task aims to compare a glass sample of unknown source with a control glass sample of known source. In this work, we use multielemental features from laser ablation inductively coupled… Read More

AUDIAS Seminars

Posts navigation

Previous 1 2 3 4 Next

AUDIAS Seminars

Joint Automatic Speech Recognition And Structure. Learning For Better Speech Understanding

January 29, 2025

Speaker: María Pilar Fernández Gallego. Abstract: Spoken language understanding (SLU)…

A Whisper-based Query-by-Example Spoken Term Detection approach for search on speech

January 22, 2025

Speaker: Javier Tejedor Noguerales. Abstract: Nowadays, in the digital era,…

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.

Quick Links

  • Home
  • News
  • People
  • Publications
  • Industry
  • Evaluations
  • For Students
  • Contact

Highlights

DeepMUSE Research Project granted to AUDIAS

June 24, 2022

Sergio Álvarez Balanya selected for an intership in Amazon

April 23, 2022
Copyright © AUDIAS-UAM All rights reserved.
Education Mind by Axle Themes