CORDIS provides links to public deliverables and publications of HORIZON projects.
Links to deliverables and publications from FP7 projects, as well as links to some specific result types such as dataset and software, are dynamically retrieved from OpenAIRE .
Deliverables
Finalized at TLR=3 stage, this report assesses emerging ELOQUENCE outputs as being respectful of EU values, with particular emphasis on gender, cultural or racial biases.
Dissemination, Communication and Exploitation Plan (opens in new window)Overall DEC plan, with KPIs and benchmarks, and campaign planning. Also includes the website.
Ethics Compliance Management Report (opens in new window)The Ethics requirements and compliance methodology for responsible research.
Algorithms definition, baselines, open issues and use cases (opens in new window)Methodologies applied for both knowledge-based approaches and semi-supervised learning, and applicability to use cases.
Retrieval model for conversational style queries (opens in new window)The methodologies of integrating conversational LLM with FIR subsystem, discussion of open research questions in the context of ELOQUENCE. Codebase implementing the FIR, evaluation of the FIR precision given conversational queries.
Dissemination, Communication and Exploitation Plan II (opens in new window)Overall DEC plan, with KPIs and benchmarks, and campaign planning. Also includes the website.
Conversational LLM (opens in new window)Methodologies for LLM finetuning and simulation/ augmentation of conversational training data, and applicability to use cases. Comparison with SOTA models. Codebase implementing the fine-tuning on selected datasets.
Report on linguistic expression respectful of EU values (opens in new window)Report on requirements for machine-generated verbal communication respectful of European values as enshrined in Article 2 of the EU Treaty.
Pilot Requirements & Usability Evaluation (opens in new window)Uses cases, requirements and outcomes for the different pilots. Summary of the set of KPIs, criteria and methodology to evaluate the ELOQUENCE usability.
Open source datasets suitable for semi-structured, unstructured and multi-turn conversations (opens in new window)Requirements for semi-structured, multi-turn and unstructured dialogues, available/relevant literature review on evaluation of dialogues and description of methodology on how the fused datasets are generated
Project Management Handbook (opens in new window)Management procedure, consortium communication tools and the quality and risk management plans.
Methodology for jointly training FIR and response generator (opens in new window)The methodologies on interconnecting FIR and response generator, analysis of scenarios relevant to ELOQUENCE. Implementation of the FIR and response generator joint training.
The legal aspects and the data management plan for the collection and processing of data throughout the project activities.
ELOQUENCE DMP II (opens in new window)The legal aspects and the data management plan for the collection and processing of data throughout the project activities.
Initial version of the Interactive Playground for the LM validation.
Publications
Author(s):
Christos Vlachos, Themos Stafylakis, Ion Androutsopoulos
Published in:
Findings of the Association for Computational Linguistics ACL 2024, 2024
Publisher:
Association for Computational Linguistics
DOI:
10.18653/V1/2024.FINDINGS-ACL.431
Author(s):
Jan Pešán, Vojtěch Juřík, Martin Karafiát, Jan Černocký
Published in:
Interspeech 2024, 2024
Publisher:
ISCA
DOI:
10.21437/INTERSPEECH.2024-42
Author(s):
Johan Rohdin, Lin Zhang, Plchot Oldřich, Vojtěch Staněk, David Mihola, Junyi Peng, Themos Stafylakis, Dmitriy Beveraki, Anna Silnova, Jan Brukner, Lukáš Burget
Published in:
The Automatic Speaker Verification Spoofing Countermeasures Workshop (ASVspoof 2024), 2024
Publisher:
ISCA
DOI:
10.21437/ASVSPOOF.2024-4
Author(s):
Shashi Kumar, Srikanth Madikeri, Juan Pablo Zuluaga Gomez, Iuliia Thorbecke, Esaú Villatoro-tello, Sergio Burdisso, Petr Motlicek, Karthik Pandia D S, Aravind Ganapathiraju
Published in:
Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024
Publisher:
Association for Computational Linguistics
DOI:
10.18653/V1/2024.EMNLP-MAIN.1167
Author(s):
Bolaji Yusuf, Jan Honza Cernocky, Murat Saraçlar
Published in:
Interspeech 2024, 2024
Publisher:
ISCA
DOI:
10.21437/INTERSPEECH.2024-1713
Author(s):
Umberto Cappellazzo, Daniele Falavigna, Alessio Brutti, Mirco Ravanelli
Published in:
2024 IEEE 34th International Workshop on Machine Learning for Signal Processing (MLSP), 2024
Publisher:
IEEE
DOI:
10.1109/MLSP58920.2024.10734776
Author(s):
Shashi Kumar, Srikanth Madikeri, Iuliia Nigmatulina, Esaú Villatoro-Tello, Petr Motlicek, Karthik Pandia, S. Pavankumar Dubagunta, Aravind Ganapathiraju
Published in:
ICASSP 2024 - 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2024
Publisher:
IEEE
DOI:
10.1109/ICASSP48485.2024.10446130
Author(s):
Umberto Cappellazzo, Minsu Kim, Honglie Chen, Pingchuan Ma, Stavros Petridis, Daniele Falavigna, Alessio Brutti, Maja Pantic
Published in:
ICASSP 2025 - 2025 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2025
Publisher:
IEEE
DOI:
10.1109/ICASSP49660.2025.10889251
Author(s):
Sergio Burdisso, Srikanth Madikeri, Petr Motlicek
Published in:
Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024
Publisher:
Association for Computational Linguistics
DOI:
10.18653/V1/2024.EMNLP-MAIN.310
Author(s):
Tijana Đurkić, Nikola Simić, Siniša Suzić, Dragana Bajović, Zoran Perić, Vlado Delić
Published in:
Lecture Notes in Computer Science, Speech and Computer, 2025
Publisher:
Springer Nature Switzerland
DOI:
10.1007/978-3-031-78014-1_9
Author(s):
Alexander Polok, Dominik Klement, Jiangyu Han, Šimon Sedláček, Bolaji Yusuf, Matthew Maciejewski, Matthew S Wiesner, Lukáš Burget
Published in:
8th International Workshop on Speech Processing in Everyday Environments (CHiME 2024), 2024
Publisher:
ISCA
DOI:
10.21437/CHIME.2024-4
Author(s):
Umberto Cappellazzo, Daniele Falavigna, Alessio Brutti
Published in:
Interspeech 2024, 2024
Publisher:
ISCA
DOI:
10.21437/INTERSPEECH.2024-38
Author(s):
Javier García Gilabert, Carlos Escolano, Audrey Mash, Xixian Liao, Maite Melero
Published in:
Proceedings of the 2025 Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics: Human Language Technologies (System Demonstrations), 2025
Publisher:
Association for Computational Linguistics
DOI:
10.18653/V1/2025.NAACL-DEMO.6
Searching for OpenAIRE data...
There was an error trying to search data from OpenAIRE
No results available