Exchanges for SPEech ReseArch aNd TechnOlogies

CORDIS fornisce collegamenti ai risultati finali pubblici e alle pubblicazioni dei progetti ORIZZONTE.

I link ai risultati e alle pubblicazioni dei progetti del 7° PQ, così come i link ad alcuni tipi di risultati specifici come dataset e software, sono recuperati dinamicamente da .OpenAIRE .

Risultati finali

Communication and Dissemination Plan

Organise communication activities, workshops, courses and other knowledge share actions. Ensure that the dissemination is compliant with open access requirements.

Guidance for evaluation of explainability in speech

Description of protocols, metrics and scenarios to evaluate explainability of speech algorithms for different speech processing tasks.

Description of explainability for speech

This deliverable will provide a list and description of criteria for explainability in the context of speech processing

Scientific dissemination guidelines

Identify partners specificities and needs Writing guidelines to the attention of partners to ensure an active and coherent communication activity among countries

Solutions for corpus augmentation

Esperanto partners will study various methods to make use of limited corpora and artificially or automatically extend those corpora.This deliverable will report methods and performance of various approaches that can generalize well from only a few examples and can leverage diverse types of knowledge, such as typological information, annotated data from other languages or domains, unlabelled data, or multimodal data.

Guidance for evaluation of human assisted learning

Description of protocols, metrics and scenarios designed to evaluate different modes of human assisted learning (active learning, interactive learning) for different speech tasks.

Project website and visual identity

Setting up a visual identity and a website presenting to the general public the objectives of the project, its partners and the main tools employed. The website will also be a resource for the partners for all that concerns good practices.

Corpora for under-resource task

Esperanto will support the collection or extension of several corpora for under-resourced tasks such as a corpus for pronunciation evaluation and a corpus of pathological speech.

Corpora for under-resourced languages

ESPERANTO will create and extend corpora for under-resourced languages such as African languages including Ewondo, Féfé, Fufuldé, as well as Arabic Tunisian dialect.

Methods for explainability by design (SDK)

Implementation of various architecture designed for explainability. This SDK will include various modules designed to be shared amongst speech processing tasks to highlight the part of the incoming data that leads to the resulting decision and identify and characterize the bias induced in the system.

SDK for human assisted learning speech processing

Software library developed in open-source licence to tackle to issue of human assisted learning for various tasks of speech processing such as speaker diarization, speaker verification, speech translation of speech recognition.

Models that learn from small data

To deal with under-resource task, this deliverable will implement different approaches dealing with low or zero resource learning such as transfer learning and modeling based on the same information shared between languages or tasks, approaches that do not need annotated data, use of expert knowledge in empirical systems, systems using multimodal data for semantic supervision.

Pubblicazioni

Cross-Corpus Speech Emotion Recognition with HuBERT Self-Supervised Representation

Autori: Miguel Pastor; Dayana Ribas; Alfonso Ortega; Antonio Miguel; Eduardo Lleida
Pubblicato in: Proc. IberSPEECH, Numero 12, 2022
Editore: ISCA
DOI: 10.21437/iberspeech.2022-16

Multi-Channel Speaker Verification with Conv-Tasnet Based Beamformer

Autori: Mošner Ladislav, Plchot Oldřich, Burget Lukáš, Černocký Jan
Pubblicato in: Proceedings of ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2022, Pagina/e 7982-7986, ISBN 978-1-6654-0540-9
Editore: IEEE Signal Processing Society
DOI: 10.1109/icassp43922.2022.9747771

A transfer learning based approach for pronunciation scoring

Autori: Sancinetti, Marcelo; Vidal, Jazmin; Bonomi, Cyntia; Ferrer, Luciana
Pubblicato in: ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Numero 4, 2022, Pagina/e 6812-6816, ISBN 978-1-6654-0540-9
Editore: IEEE
DOI: 10.48550/arxiv.2111.00976

Microphone Array Channel Combination Algorithms for Overlapped Speech Detection

Autori: Theo Mariotte; Anthony Larcher; Silvio Montrésor; Jean-Hugh Thomas
Pubblicato in: Interspeech 2022 Human and Humanizing Speech Technology, Numero 12, 2022
Editore: ISCA
DOI: 10.21437/interspeech.2022-10758

Log-Likelihood-Ratio Cost Function as Objective Loss for Speaker Verification Systems

Autori: Victoria Mingote, Antonio Miguel, Alfonso Ortega, Eduardo Lleida
Pubblicato in: Interspeech 2021, 2021, Pagina/e 2361-2365
Editore: ISCA
DOI: 10.21437/interspeech.2021-1085

Explainable by-design Audio Segmentation through Non-Negative Matrix Factorization and Probing

Autori: Martin Lebourdais, Théo Mariotte, Antonio Almudévar, Marie Tahon, Alfonso Ortega
Pubblicato in: Interspeech 2024, 2024, Pagina/e 4753-4757
Editore: ISCA
DOI: 10.21437/interspeech.2024-791

Extracting Speaker and Emotion Information from Self-Supervised Speech Models via Channel-Wise Correlations

Autori: Themos Stafylakis; Ladislav Mosner; Sofoklis Kakouros; Oldrich Plchot; Lukas Burget; Jan Cernocky
Pubblicato in: 2022 IEEE Spoken Language Technology Workshop (SLT), Numero 22, 2023, ISBN 979-8-3503-9690-4
Editore: IEEE
DOI: 10.1109/slt54892.2023.10023345

ALLIES: A Speech Corpus for Segmentation, Speaker Diarization, Speech Recognition and Speaker Change Detection

Autori: Marie Tahon, Anthony Larcher, Martin Lebourdais, Fethi Bougares, Anna Silnova, Pablo Gimeno
Pubblicato in: Joint International Conference on Computational Linguistics, Language Resources and Evaluation (LREC-COLING 2024),, 2024
Editore: LREC-COLING

Learnable Sparse Filterbank for Speaker Verification

Autori: PENG Junyi, GU Rongzhi, MOŠNER Ladislav, PLCHOT Oldřich, BURGET Lukáš and ČERNOCKÝ Jan.
Pubblicato in: Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH, Numero "ISSN = ""1990-9772""", 2022, Pagina/e 5110-5114
Editore: International Speech Communication Association (ISCA)
DOI: 10.21437/interspeech.2022-11309

Analysis of the domain mismatch problem in the Speech Emotion Recognition Task

Autori: Miguel A. Pastor, Alfonso Ortega, Dayana Ribas
Pubblicato in: IberSPEECH 2024, 2024, Pagina/e 181-185
Editore: ISCA
DOI: 10.21437/iberspeech.2024-37

On the Use of Semantically-Aligned Speech Representations for Spoken Language Understanding

Autori: Gaelle Laperriere; Valentin Pelloin; Mickael Rouvier; Themos Stafylakis; Yannick Esteve
Pubblicato in: 2022 IEEE Spoken Language Technology Workshop (SLT), Numero 24, 2023
Editore: IEEE
DOI: 10.1109/slt54892.2023.10023013

Multisv: Dataset for Far-Field Multi-Channel Speaker Verification

Autori: Mošner Ladislav, Plchot Oldřich, Burget Lukáš, Černocký Jan
Pubblicato in: Proceedings of ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2022, Pagina/e 7977-7981, ISBN 978-1-6654-0540-9
Editore: IEEE Signal Processing Society
DOI: 10.1109/icassp43922.2022.9746833

Probabilistic Spherical Discriminant Analysis: An Alternative to PLDA for length-normalized embeddings.

Autori: BRUMMER Johan Nikolaas Langenhoven, SWART Albert du Preez, MOŠNER Ladislav, SILNOVA Anna, PLCHOT Oldřich, STAFYLAKIS Themos and BURGET Lukáš.
Pubblicato in: Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH., Numero "ISSN = ""1990-9772""", 2022, Pagina/e 1446-1450
Editore: International Speech Communication Association (ISCA)
DOI: 10.21437/interspeech.2022-731

Speaker Embeddings for Diarization of Broadcast Data In The Allies Challenge

Autori: Anthony Larcher; Ambuj Mehrish; Marie Tahon; Sylvain Meignier; Jean Carrive; David Doukhan; Olivier Galibert; Nicholas Evans
Pubblicato in: ICASSP, Numero 1, 2021
Editore: IEEE
DOI: 10.1109/icassp39728.2021.9414215

Semantic Enrichment Towards Efficient Speech Representations

Autori: Gaëlle Laperrière; Ha Nguyen; Sahar Ghannay; Bassam Jabaian; Yannick Estève
Pubblicato in: Proc. INTERSPEECH 2023, 2023, Pagina/e 705-709, ISSN 1990-9772
Editore: ISCA
DOI: 10.21437/interspeech.2023-2234

S3prl-Disorder: Open-Source Voice Disorder Detection System based in the Framework of S3PRL-toolkit

Autori: Dayana Ribas, Miguel Angel Pastor Yoldi, Antonio Miguel, David Martínez, Alfonso Ortega, Eduardo Lleida
Pubblicato in: IberSPEECH 2022, 2024, Pagina/e 136-140
Editore: ISCA
DOI: 10.21437/iberspeech.2022-28

Speech-Based Emotion Recognition with Self-Supervised Models Using Attentive Channel-Wise Correlations and Label Smoothing

Autori: Sofoklis Kakouros; Themos Stafylakis; Ladislav Mošner; Lukáš Burget
Pubblicato in: ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Numero 19, 2023, Pagina/e pp. 1-5, ISBN 978-1-7281-6327-7
Editore: IEEE
DOI: 10.1109/icassp49357.2023.10094673

Multi-Channel Speech Separation with Cross-Attention and Beamforming

Autori: "Ladislav Mosner, Oldřich Plchot, Junyi Peng, Lukáš Burget, Jan ""Honza"" Černocký"
Pubblicato in: Proc. INTERSPEECH 2023, 2023, Pagina/e 693-1697, ISSN 1990-9772
Editore: International Speech Communication Association
DOI: 10.21437/interspeech.2023-2537

Predefined Prototypes for Intra-Class Separation and Disentanglement

Autori: Antonio Almudévar, Théo Mariotte, Alfonso Ortega, Marie Tahon, Luis Vicente, Antonio Miguel, Eduardo Lleida
Pubblicato in: Interspeech 2024, 2024, Pagina/e 3809-3813
Editore: ISCA
DOI: 10.21437/interspeech.2024-825

Do End-to-End Neural Diarization Attractors Need to Encode Speaker Characteristic Information?

Autori: Lin Zhang, Themos Stafylakis, Federico Landini, Mireia Diez, Anna Silnova, Lukáš Burget
Pubblicato in: The Speaker and Language Recognition Workshop (Odyssey 2024), 2024, Pagina/e 123-130
Editore: ISCA
DOI: 10.21437/odyssey.2024-18

Speaker Embeddings by Modeling Channel-Wise Correlations

Autori: Themos Stafylakis, Johan Rohdin, Lukáš Burget
Pubblicato in: Interspeech 2021, 2021, Pagina/e 501-505
Editore: ISCA
DOI: 10.21437/interspeech.2021-1442

A Study on the Use of wav2vec Representations for Multiclass Audio Segmentation

Autori: Pablo Gimeno; Alfonso Ortega; Antonio Miguel; Eduardo Lleida
Pubblicato in: Proc. IberSPEECH2022, Numero 8, 2022, Pagina/e 56-60
Editore: ISCA
DOI: 10.21437/iberspeech.2022-12

End-to-End Speech Translation of Arabic to English Broadcast News

Autori: Fethi Bougares; Salim Jouili
Pubblicato in: WANLP@ACL 2022: Abu Dhabi, United Arab Emirates, Numero 5, 2022, Pagina/e 312–319, ISBN 978-1-959429-27-2
Editore: Association for Computational Linguistics
DOI: 10.18653/v1/2022.wanlp-1.29

A Phonetic Analysis of Speaker Verification Systems through Phoneme selection and Integrated Gradients

Autori: Thomas Thebaud, Gabriel Hernández, Sarah Flora Samson Juan, Marie Tahon
Pubblicato in: The Speaker and Language Recognition Workshop (Odyssey 2024), 2024, Pagina/e 59-66
Editore: ISCA
DOI: 10.21437/odyssey.2024-9

Improving Prosodic Features Extraction for Tone Detection in Yemba Language

Autori: Sturm, Kenfack Jeuguim Marc; Paulin, Melatagia Yonta
Pubblicato in: CCIS, Numero 17, 2024, ISBN 978-0-7961-6069-0
Editore: Southern African Conference for Artificial Intelligence Research
DOI: 10.5281/zenodo.10174710

A dual task learning approach to fine-tune a multilingual semantic speech encoder for Spoken Language Understanding

Autori: Gaëlle Laperrière, Sahar Ghannay, Bassam Jabaian, Yannick Estève
Pubblicato in: Interspeech 2024, 2024, Pagina/e 812-816
Editore: ISCA
DOI: 10.21437/interspeech.2024-1133

Leveraging Self-Supervised Learning for Speaker Diarization

Autori: Jiangyu Han, Federico Landini, Johan Rohdin, Anna Silnova, Mireia Diez, Lukáš Burget
Pubblicato in: ICASSP 2025 - 2025 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2025, Pagina/e 1-5
Editore: IEEE
DOI: 10.1109/icassp49660.2025.10889475

Improving Speaker Verification with Self-Pretrained Transformer Models

Autori: "Junyi Peng, Oldřich Plchot, Themos Stafylakis, Ladislav Mosner, Lukáš Burget, Jan ""Honza"" Černocký"
Pubblicato in: Proc. INTERSPEECH 2023, 2023, Pagina/e 5361-5365, ISSN 1990-9772
Editore: International Speech Communication Association
DOI: 10.21437/interspeech.2023-453

Training Speaker Embedding Extractors Using Multi-Speaker Audio with Unknown Speaker Boundaries.

Autori: STAFYLAKIS Themos, MOŠNER Ladislav, PLCHOT Oldřich, ROHDIN Johan A., SILNOVA Anna, BURGET Lukáš and ČERNOCKÝ Jan.
Pubblicato in: Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH, Numero "ISSN = ""1990-9772""", 2022, Pagina/e 605-609
Editore: International Speech Communication Association (ISCA)
DOI: 10.21437/interspeech.2022-10165

BUT/JHU System Description for CHiME-8 NOTSOFAR-1 Challenge

Autori: Alexander Polok, Dominik Klement, Jiangyu Han, Šimon Sedláček, Bolaji Yusuf, Matthew Maciejewski, Matthew S Wiesner, Lukáš Burget
Pubblicato in: 8th International Workshop on Speech Processing in Everyday Environments (CHiME 2024), 2024, Pagina/e 18-22
Editore: ISCA
DOI: 10.21437/chime.2024-4

Unsupervised multiple domain translation through controlled Disentanglement in variational autoencoder

Autori: Antonio Almudévar, Théo Mariotte, Alfonso Ortega, Marie Tahon
Pubblicato in: ICASSP 2024 - 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2024, Pagina/e 7010-7014
Editore: IEEE
DOI: 10.1109/icassp48485.2024.10446649

Improving Speaker Diarization for Low-Resourced Sarawak Malay Language Conversational Speech Corpus

Autori: Mohd Zulhafiz Rahim; Sarah Samson Juan; Fitri Suraya Mohamad
Pubblicato in: 2023 International Conference on Asian Language Processing (IALP), 2023, Pagina/e 228-233
Editore: IEEE
DOI: 10.1109/ialp61005.2023.10337314

Multi-Speaker and Wide-Band Simulated Conversations as Training Data for End-to-End Neural Diarization

Autori: Federico Landini; Mireia Diez; Alicia Lozano-Diez; Lukáš Burget
Pubblicato in: ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Numero 6, 2023, Pagina/e 1-5, ISBN 978-1-7281-6327-7
Editore: IEEE
DOI: 10.1109/icassp49357.2023.10097049

Description and Analysis of ABC Submission to NIST LRE 2022

Autori: Pavel Matejka, Anna Silnova, Josef Slavíček, Ladislav Mosner, Oldřich Plchot, Michal Klčo, Junyi Peng, Themos Stafylakis, Lukáš Burget
Pubblicato in: Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH, 2023, Pagina/e 511-515, ISSN 1990-9772
Editore: International Speech Communication Association
DOI: 10.21437/interspeech.2023-1529

An Attention-Based Backend Allowing Efficient Fine-Tuning of Transformer Models for Speaker Verification

Autori: Junyi Peng; Oldrich Plchot; Themos Stafylakis; Ladislav Mosner; Lukas Burget; Jan Cernocky
Pubblicato in: 2022 IEEE Spoken Language Technology Workshop (SLT), Numero 5, 2023, Pagina/e 555-562, ISBN 979-8-3503-9690-4
Editore: IEEE
DOI: 10.1109/slt54892.2023.10022775

Improved Vocal Effort Transfer Vector Estimation For Vocal Effort-Robust Speaker Verification

Autori: Iván López-Espejo, Santi Prieto, Alfonso Ortega, Eduardo Lleida
Pubblicato in: 2023 IEEE 33rd International Workshop on Machine Learning for Signal Processing (MLSP), 2023, Pagina/e 1-6
Editore: IEEE
DOI: 10.1109/mlsp55844.2023.10285923

Active Correction for Incremental Speaker Diarization of a Collection with Human in the Loop

Autori: Larcher, Yevhenii Prokopalo; Meysam Shamsi; Loïc Barrault; Sylvain Meignier; Anthony
Pubblicato in: Applied Sciences; Volume 12; Numero 4;, Numero 20, 2022, Pagina/e Pages: 1782, ISSN 2076-3417
Editore: MDPI
DOI: 10.3390/app12041782

Diacorrect: Error Correction Back-End for Speaker Diarization

Autori: Jiangyu Han, Federico Landini, Johan Rohdin, Mireia Diez, Lukáš Burget, Yuhang Cao, Heng Lu, Jan Černocký
Pubblicato in: ICASSP 2024 - 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2024, Pagina/e 11181-11185
Editore: IEEE
DOI: 10.1109/icassp48485.2024.10446968

Unsupervised Representation Learning for Speech Activity Detection in the Fearless Steps Challenge 2021

Autori: Pablo Gimeno, Alfonso Ortega, Antonio Miguel, Eduardo Lleida
Pubblicato in: Interspeech 2021, 2021, Pagina/e 4359-4363
Editore: ISCA
DOI: 10.21437/interspeech.2021-309

An Explainable Proxy Model for Multilabel Audio Segmentation

Autori: Mariotte, Théo; Almudévar, Antonio; Tahon, Marie; Ortega, Alfonso
Pubblicato in: International Conference on Acoustics Speech and Signal Processing, IEEE, Apr 2024, Seoul (Korea), Numero 5, 2024
Editore: IEEE Signal Processing Society
DOI: 10.1109/icassp48485.2024.10446648

Lifelong Learning MOS Prediction for Synthetic Speech Quality Evaluation

Autori: Félix Saget, Meysam Shamsi, Marie Tahon
Pubblicato in: Interspeech 2024, 2024, Pagina/e 1220-1224
Editore: ISCA
DOI: 10.21437/interspeech.2024-959

Analyzing speaker verification embedding extractors and back-ends under language and channel mismatch

Autori: SILNOVA Anna, STAFYLAKIS Themos, MOŠNER Ladislav, PLCHOT Oldřich, ROHDIN Johan A., MATĚJKA Pavel, BURGET Lukáš, GLEMBEK Ondřej a BRUMMER Johan Nikolaas Langenhoven.
Pubblicato in: Proceedings of The Speaker and Language Recognition Workshop (Odyssey 2022), 2022, Pagina/e 9-16
Editore: International Speech Communication Association (ISCA)
DOI: 10.21437/odyssey.2022-2

EnCodecMAE: leveraging neural codecs for universal audio representation learning

Autori: Leonardo Pepino, Pablo Riera, Luciana Ferrer
Pubblicato in: Interspeech 2025, 2025, Pagina/e 3519-3523
Editore: ISCA
DOI: 10.21437/interspeech.2025-506

Toroidal Probabilistic Spherical Discriminant Analysis

Autori: Anna Silnova; Niko Brümmer; Albert Swart; Lukáš Burget
Pubblicato in: ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Numero 2, 2023, Pagina/e 1-5, ISBN 978-1-7281-6327-7
Editore: IEEE
DOI: 10.1109/icassp49357.2023.10095580

The ViVoLab System for the Odyssey Emotion Recognition Challenge 2024 Evaluation

Autori: Miguel Ángel Pastor, Alfonso Ortega, Antonio Miguel, Dayana Ribas
Pubblicato in: The Speaker and Language Recognition Workshop (Odyssey 2024), 2024, Pagina/e 274-280
Editore: ISCA
DOI: 10.21437/odyssey.2024-39

Dialog2Flow: Pre-training Soft-Contrastive Action-Driven Sentence Embeddings for Automatic Dialog Flow Extraction

Autori: Sergio Burdisso, Srikanth Madikeri, Petr Motlicek
Pubblicato in: Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024, Pagina/e 5421-5440
Editore: Association for Computational Linguistics
DOI: 10.18653/v1/2024.emnlp-main.310

Automatic Voice Identification after Speech Resynthesis using PPG

Autori: Thibault Gaudier, Marie Tahon, Anthony Larcher, Yannick Estève
Pubblicato in: The Speaker and Language Recognition Workshop (Odyssey 2024), 2024, Pagina/e 187-193
Editore: ISCA
DOI: 10.21437/odyssey.2024-27

Cross-Lingual Transfer Learning for Low-Resource Speech Translation

Autori: Sameer Khurana, Nauman Dawalatabad, Antoine Laurent, Luis Vicente, Pablo Gimeno, Victoria Mingote, James Glass
Pubblicato in: 2024 IEEE International Conference on Acoustics, Speech, and Signal Processing Workshops (ICASSPW), 2024, Pagina/e 670-674
Editore: IEEE
DOI: 10.1109/icasspw62465.2024.10626683

3MAS: a multitask, multilabel, multidataset semi-supervised audio segmentation model

Autori: Martin Lebourdais, Pablo Gimeno, Théo Mariotte, Marie Tahon, Alfonso Ortega, Anthony Larcher
Pubblicato in: The Speaker and Language Recognition Workshop (Odyssey 2024), 2024, Pagina/e 232-239
Editore: ISCA
DOI: 10.21437/odyssey.2024-33

The CONILIUM proposition for Odyssey Emotion Challenge : Leveraging major class with complex annotations

Autori: Meysam Shamsi, Lara Gauder, Marie Tahon
Pubblicato in: The Speaker and Language Recognition Workshop (Odyssey 2024), 2024, Pagina/e 281-287
Editore: ISCA
DOI: 10.21437/odyssey.2024-40

Challenging margin-based speaker embedding extractors by using the variational information bottleneck

Autori: Themos Stafylakis, Anna Silnova, Johan Rohdin, Oldřich Plchot, Lukáš Burget
Pubblicato in: Interspeech 2024, 2024, Pagina/e 3220-3224
Editore: ISCA
DOI: 10.21437/interspeech.2024-2058

Sur la vérification du locuteur à partir de traces d’exécution de modèles acoustiques personnalisés

Autori: Tomashenko, Natalia; Mdhaffar, Salima; Tommasi, Marc; Estève, Yannick; Bonastre, Jean-François
Pubblicato in: Journées d'Études sur la Parole - JEP2022, Jun 2022, Île de Noirmoutier, France, Numero 13, 2022
Editore: ISCA
DOI: 10.21437/jep.2022-91

ON-TRAC Consortium Systems for the IWSLT 2023 Dialectal and Low-resource Speech Translation Tasks

Autori: Antoine Laurent, Souhir Gahbiche, Ha Nguyen, Haroun Elleuch, Fethi Bougares, Antoine Thiol, Hugo Riguidel, Salima Mdhaffar, Gaëlle Laperrière, Lucas Maison, Sameer Khurana, Yannick Estève
Pubblicato in: Proceedings of the 20th International Conference on Spoken Language Translation (IWSLT 2023), 2023, Pagina/e 219–226, ISBN 2-9517408-4-0
Editore: Association for Computational Linguistics
DOI: 10.18653/v1/2023.iwslt-1.18

Strategies for Improving Low Resource Speech to Text Translation Relying on Pre-trained ASR Models

Autori: Santosh Kesiraju; Marek Sarvaš; Tomáš Pavlíček; Cécile Macaire; Alejandro Ciuba
Pubblicato in: Proc. INTERSPEECH 2023, Numero 14, 2023, Pagina/e 2148--2152, ISSN 1990-9772
Editore: ISCA
DOI: 10.21437/interspeech.2023-2506

Discriminative Training of VBx Diarization

Autori: Klement, Dominik; Diez, Mireia; Landini, Federico; Burget, Lukáš; Silnova, Anna; Delcroix, Marc; Tawara, Naohiro
Pubblicato in: Crossref, Numero 5, 2024
Editore: IEEE
DOI: 10.1109/icassp48485.2024.10446119

BUT CHiME-7 system description

Autori: Karafiát, Martin; Veselý, Karel; Szöke, Igor; Mošner, Ladislav; Beneš, Karel; Witkowski, Marcin; Barchi, Germán; Pepino, Leonardo
Pubblicato in: CHiME-7 proceedings, Numero 8, 2023
Editore: arxiv
DOI: 10.48550/arxiv.2310.11921

Performance Analysis of Speech Encoders for Low-Resource SLU and ASR in Tunisian Dialect

Autori: Salima Mdhaffar, Haroun Elleuch, Fethi Bougares, Yannick Estève
Pubblicato in: Proceedings of The Second Arabic Natural Language Processing Conference, 2024, Pagina/e 130-139
Editore: Association for Computational Linguistics
DOI: 10.18653/v1/2024.arabicnlp-1.12

Development of ABC systems for the 2021 edition of NIST Speaker Recognition Evaluation

Autori: ALAM Jahangir, BURGET Lukáš, GLEMBEK Ondřej, MATĚJKA Pavel, MOŠNER Ladislav, PLCHOT Oldřich, ROHDIN Johan A., SILNOVA Anna and STAFYLAKIS Themos et al.
Pubblicato in: Proceedings of The Speaker and Language Recognition Workshop (Odyssey 2022), 2022, Pagina/e 346-353
Editore: International Speech Communication Association (ISCA)
DOI: 10.21437/odyssey.2022-48

ASoBO: Attentive Beamformer Selection for Distant Speaker Diarization in Meetings

Autori: Théo Mariotte, Anthony Larcher, Silvio Montrésor, Jean-Hugh Thomas
Pubblicato in: Interspeech 2024, 2024, Pagina/e 1620-1624
Editore: ISCA
DOI: 10.21437/interspeech.2024-917

Parameter-Efficient Transfer Learning of Pre-Trained Transformer Models for Speaker Verification Using Adapters

Autori: Junyi Peng; Themos Stafylakis; Rongzhi Gu; Oldřich Plchot; Ladislav Mošner; Lukáš Burget; Jan Černocký
Pubblicato in: ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Numero 6, 2023, Pagina/e 1-5, ISBN 978-1-7281-6327-7
Editore: IEEE
DOI: 10.1109/icassp49357.2023.10094795

Automatic Speech Interruption Detection: Analysis, Corpus, and System

Autori: Lebourdais, Martin; Tahon, Marie; Laurent, Antoine; Meignier, Sylvain
Pubblicato in: Joint International Conference on Computational Linguistics, Language Resources and Evaluation (LREC-Coling 2024), Numero 21, 2024
Editore: ELRA and ICCL

Generalizing AUC Optimization to Multiclass Classification for Audio Segmentation With Limited Training Data

Autori: Pablo Gimeno; Victoria Mingote; Alfonso Ortega; Antonio Miguel; Eduardo Lleida
Pubblicato in: IEEE Signal Processing Letters, Numero 4, 2021, Pagina/e 1135 - 1139, ISSN 1070-9908
Editore: Institute of Electrical and Electronics Engineers
DOI: 10.1109/lsp.2021.3084501

YembaTones: a syllable-tone annotated dataset for speech recognition and prosodic analysis of the Yemba language.

Autori: Kenfack Jeuguim Marc Sturm; Paulin Melatagia Yonta; Sandembouo Etienne
Pubblicato in: Data in Brief, Numero 11, 2023, ISSN 2352-3409
Editore: Elsevier BV
DOI: 10.1016/j.dib.2023.109860

Towards Lifelong Human Assisted Speaker Diarization

Autori: Meysam Shamsi; Anthony Larcher; Loic Barrault; Sylvain Meignier; Yevheni Prokopalo; Marie Tahon; Ambuj Mehrish; Simon Petitrenaud; Olivier Galibert; Samuel Gaist; André Anjos; Sebastien Marcel; Marta R. Costa-jussà
Pubblicato in: Computer Speech & Language, Numero 4, 2023, ISSN 0885-2308
Editore: Academic Press
DOI: 10.1016/j.csl.2022.101437

aDCF Loss Function for Deep Metric Learning in End-to-End Text-Dependent Speaker Verification Systems

Autori: Victoria Mingote; Antonio Miguel; Dayana Ribas; Alfonso Ortega; Eduardo Lleida
Pubblicato in: IEEE/ACM Transactions on Audio, Speech, and Language Processing, Numero 25 January 2022, 2022, Pagina/e 772-784, ISSN 2329-9290
Editore: IEEE Advancing Technology for Humanity
DOI: 10.1109/taslp.2022.3145307

Direct Text to Speech Translation System Using Acoustic Units

Autori: Victoria Mingote, Pablo Gimeno, Luis Vicente, Sameer Khurana, Antoine Laurent and Jarod Duret
Pubblicato in: IEEE Signal Processing Letters, Numero vol. 30, 2023, Pagina/e 1262-1266, ISSN 1070-9908
Editore: Institute of Electrical and Electronics Engineers
DOI: 10.1109/lsp.2023.3313513

An Overview of the IberSpeech-RTVE 2022 Challenges on Speech Technologies

Autori: Eduardo Lleida; Luis Javier Rodriguez-Fuentes; Javier Tejedor; Alfonso Ortega; Antonio Miguel; Virginia Bazán; Carmen Pérez; Alberto de Prada; Mikel Penagarikano; Amparo Varona; Germán Bordel; Doroteo Torre-Toledano; Aitor Álvarez; Haritz Arzelus
Pubblicato in: Applied Sciences; Volume 13; Numero 15;, Numero 5, 2023, Pagina/e Pages: 8577, ISSN 2076-3417
Editore: MDPI
DOI: 10.3390/app13158577

Application of the multilingual acoustic representation model XLSR for the transcription of Ewondo

Autori: Nzeuhang Yannick Yomie, Yonta Paulin Melatagia, Lecouteux Benjamin
Pubblicato in: Revue Africaine de Recherche en Informatique et Mathématiques Appliquées, Numero Volume 42 - Special issue CRI..., 2024, ISSN 1638-5713
Editore: Centre pour la Communication Scientifique Directe (CCSD)
DOI: 10.46298/arima.13621

Class token and knowledge distillation for multi-head self-attention speaker verification systems

Autori: Victoria Mingote; Antonio Miguel; Alfonso Ortega; Eduardo Lleida
Pubblicato in: Digital Signal Processing, Numero 6, 2023, ISSN 1051-2004
Editore: Academic Press
DOI: 10.1016/j.dsp.2022.103859

Evaluating Posterior Probabilities: Decision Theory, Proper Scoring Rules, and Calibration

Autori: Ferrer, Luciana; Ramos, Daniel
Pubblicato in: back arrowBack to Homepage Transactions on Machine Learning Research, Numero 14, 2025, ISSN 2835-8856
Editore: TMLR

Multimodal Diarization Systems by Training Enrollment Models as Identity Representations

Autori: Victoria Mingote; Ignacio Viñals; Pablo Gimeno; Antonio Miguel; Alfonso Ortega; Eduardo Lleida
Pubblicato in: Applied Sciences, Numero 12-3, 2022, Pagina/e 1141, ISSN 2076-3417
Editore: MDPI
DOI: 10.3390/app12031141

Channel-Combination Algorithms for Robust Distant Voice Activity and Overlapped Speech Detection

Autori: Théo Mariotte, Anthony Larcher, Silvio Montrésor, Jean-Hugh Thomas
Pubblicato in: IEEE/ACM Transactions on Audio, Speech, and Language Processing, Numero 32, 2024, Pagina/e 1859-1872, ISSN 2329-9290
Editore: IEEE Advancing Technology for Humanity
DOI: 10.1109/taslp.2024.3369531

pathfinder: A Semantic Framework for Literature Review and Knowledge Discovery in Astronomy

Autori: Kartheik G. Iyer, Mikaeel Yunus, Charles O’Neill, Christine Ye, Alina Hyk, Kiera McCormick, Ioana Ciucă, John F. Wu, Alberto Accomazzi, Simone Astarita, Rishabh Chakrabarty, Jesse Cranney, Anjalie
Pubblicato in: The Astrophysical Journal Supplement Series, Numero 275, 2024, Pagina/e 38, ISSN 0067-0049
Editore: University of Chicago Press
DOI: 10.3847/1538-4365/ad7c43

Wiener Filter and Deep Neural Networks: A Well-Balanced Pair for Speech Enhancement

Autori: Dayana Ribas; Antonio Miguel; Alfonso Ortega; Eduardo Lleida
Pubblicato in: Applied Sciences, Numero 3 ; Volume 12; Numero 18;, 2022, Pagina/e Pages: 9000, ISSN 2076-3417
Editore: MDPI
DOI: 10.3390/app12189000

Automatic Voice Disorder Detection Using Self-Supervised Representations

Autori: Dayana Ribas; Miguel A. Pastor; Antonio Miguel; David Martinez; Alfonso Ortega; Eduardo Lleida
Pubblicato in: IEEE Access, Numero 6, 2023, Pagina/e 14915-14927,, ISSN 2169-3536
Editore: Institute of Electrical and Electronics Engineers Inc.
DOI: 10.1109/access.2023.3243986

Cross-Corpus Training Strategy for Speech Emotion Recognition Using Self-Supervised Representations

Autori: Miguel A. Pastor; Dayana Ribas; Alfonso Ortega; Antonio Miguel; Eduardo Lleida
Pubblicato in: Applied Sciences, Numero 13, 2023, Pagina/e 9062, ISSN 2076-3417
Editore: MDPI
DOI: 10.3390/app13169062

Unsupervised Adaptation of Deep Speech Activity Detection Models to Unseen Domains

Autori: Pablo Gimeno; Dayana Ribas; Alfonso Ortega; Antonio Miguel; Eduardo Lleida
Pubblicato in: Applied Sciences, Numero 3, 2022, ISSN 2076-3417
Editore: MDPI
DOI: 10.3390/app12041832

DiaPer: End-to-End Neural Diarization With Perceiver-Based Attractors

Autori: Federico Landini, Mireia Diez, Themos Stafylakis, Lukáš Burget
Pubblicato in: IEEE/ACM Transactions on Audio, Speech, and Language Processing, Numero 32, 2024, Pagina/e 3450-3465, ISSN 2329-9290
Editore: IEEE Advancing Technology for Humanity
DOI: 10.1109/taslp.2024.3422818

The Domain Mismatch Problem in the Broadcast Speaker Attribution Task

Autori: Ignacio Viñals, Alfonso Ortega, Antonio Miguel, Eduardo Lleida
Pubblicato in: Applied Sciences, Numero 11/18, 2021, Pagina/e 8521, ISSN 2076-3417
Editore: MDPI
DOI: 10.3390/app11188521

Automatic Voice Disorder Detection from a Practical Perspective

Autori: Jazmin Vidal, Dayana Ribas, Cyntia Bonomi, Eduardo Lleida, Luciana Ferrer, Alfonso Ortega
Pubblicato in: Journal of Voice, 2024, ISSN 0892-1997
Editore: Mosby Inc.
DOI: 10.1016/j.jvoice.2024.03.001

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