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Real time network, text, and speaker analytics for combating organized crime

Resultado final

Preliminary report on network analysis

Initial report and system on NA.

Initial speech/text/video technologies

A set of software and associated report for rapid deployment of speech, NLP and video technologies for early integration and system testing.

Description of the integration toolkit, guidelines, plan

Preliminary ROXANNE integration platform for 1st field-test developed. Technical description of the tools to be developed to ease the integration of the different components. A set of guidelines described.

Technical specifications and detailed architecture

Technical specifications and detailed architecture report: Technical specifications and the design architecture of the platform and integration framework given the requirements.

The project's dissemination and exploitation plan update M40

Updated version at M40 of the projects dissemination and exploitation plan This M40 version will be prepared for those partners exploiting the project results and for stakeholders using the results after EU funding ends

Report on the dissemination, exploitation

Report on the dissemination exploitation and communications activities Collection of various products and services created by the consortium and report on their impact use by stakeholders Report on the website activity and the number of contacts exploitation of the results T95

The project's dissemination and exploitation plan update M20

Updated version at M20 of the projects dissemination and exploitation plan

Final report on the dissemination, exploitation

Final report on the dissemination exploitation and communications activities Final version on dissemination exploitation and communications products and services based on D95

Training manual Volume III

Update at M40 of the development of the online dynamic manual regarding the integrated solution accessed by all endusers

Internal progress and quality planning report Y2

Progress report Y2

Final report on ROXANNE data

Report providing final account on the use of all sources of data investigation public standard RD simulated including information on data for the field tests

The project's communications plan update M18

Updated version at M18 of the project's communications plan.

The project's dissemination and exploitation plan

Interim version at M5, with updated versions at M18 and M36. The M36 version will be prepared for those partners exploiting the project results and for stakeholders using the results after EU funding ends.

Report on the project's final conference

Report on the final conference

Overview and analysis of lawfully intercepted data

Overview and analysis of lawfully intercepted and publicly available data: Report providing initial overview of investigation and public data available for ROXANNE (+legal framework).

Final report on compliance with ethical principles

Update of D31 report

INTERPOL global communications infrastructure

Using INTERPOL global communications infrastructure and data storage Report on the use of INTERPOL for the exchange among LEAs of digital evidence

Risk Assessment

Risk assessment of the whole project.

Initial report on compliance with ethical principles

Initial report (checklist brochure) on compliance with ethical/societal/fundamental/privacy principles: Summary of initial results of T3.1-T3.4. Security advisory board introduced, update M36 in D3.4.

Training manual Volume II

Update at M22 of the development of the online dynamic manual regarding the integrated solution accessed by all endusers

The project's communications plan update M40

Updated version at M40 of the projects communications plan

The project's communications plan

Interim version of this plan at M4, with updated versions at M18 and M36.

Development of a decision-making-mechanism

Development of a decision-making-mechanism for ensuring compliance: Report on how to set up and operate the mechanism, with a list of questions that can be used.

Analysis of criminal networks

Report of T62T66 on cross network analysis description of the developed methods initial evaluation and testing results

Training manual Volume I

Development of the online dynamic manual, regarding the integrated solution accessed by all end-users (updated at M19, M29).

ROXANNE's recommendations

Report on recommendations

Internal progress and quality planning report Y1

Progress report Y1.

Final progress report

Final report

ROXANNE case management and data preprocessing

Report on data preprocessing policies and the ROXANNE case management system for data management and decomposition

Creation of the project's identity and website

Creation of the project’s identity, website and online accounts: to communicate, inform, create dialogue and promote use of the project results. It includes the project’s online accounts.

Publicaciones

German News Article Classification : A Multichannel CNN Approach

Autores: Parida, Shantipriya; Motlicek, Petr; Dash, Satya Ranjan
Publicado en: Proceeding 2nd International Conference on Emerging Trends and Advances in Electrical Engineering and Renewable Energy (ETAEERE-2020), 2020
Editor: Springer

Development of ABC Systems for the 2021 Edition of NIST Speaker Recognition Evaluation

Autores: Jahangir Alam, Radek Beneš, Marián Beszédeš, Lukáš Burget, Mohamed Dahmane, Abderrahim Fathan, Hamed Ghodrati, Ondřej Glembek, Woo Hyun Kang, Pavel Matĕjka, Ladislav Mošner, Oldřich Plchot, Johan Rohdin, Anna Silnova, Themos Stafylakis
Publicado en: Proc. The Speaker and Language Recognition Workshop (Odyssey 2022), 2022, Page(s) 346-353
Editor: Odyssey 2022
DOI: 10.21437/odyssey.2022-48

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

Autores: Themos Stafylakis, Ladislav Mosner, Oldrich Plchot, Johan Rohdin, Anna Silnova, Lukas Burget, Jan “Honza” Cernocky
Publicado en: Proceedings Interspeech 2022, 2022
Editor: ISCA 2022
DOI: 10.21437/interspeech.2022-10165

Open Machine Translation for Low Resource South American Languages (AmericasNLP 2021 Shared Task Contribution)

Autores: Shantipriya Parida, Subhadarshi Panda, Amulya Dash, Esau Villatoro-Tello, A. Seza Doğruöz, Rosa M. Ortega-Mendoza, Amadeo Hernández, Yashvardhan Sharma, Petr Motlicek
Publicado en: Proceedings of the First Workshop on Natural Language Processing for Indigenous Languages of the Americas, 2021
Editor: Association for Computational Linguistics
DOI: 10.18653/v1/2021.americasnlp-1.24

Meta Self-Refinement for Robust Learning with Weak Supervision

Autores: Dawei Zhu, Xiaoyu Shen, Michael A. Hedderich, Dietrich Klakow
Publicado en: Proceedings of the 17th Conference of the European Chapter of the Association for Computational Linguistics, 2023, Page(s) 1043–1058
Editor: Association for Computational Linguistics

ODIANLP’s Participation in WAT2020

Autores: Shantipriya Parida, Petr Motlicek, Amulya Ratna Dash, Satya Ranjan Dash, Debasish Kumar Mallick, Satya Prakash Biswal, Priyanka Pattnaik, Biranchi Narayan Nayak, Ondřej Bojar
Publicado en: Proceedings of the 7th Workshop on Asian Translation, 2020, Page(s) 103–108
Editor: Association for Computational Linguistics

BUT Text-Dependent Speaker Verification System for SdSV Challenge 2020

Autores: Alicia Lozano-Diez, Anna Silnova, Bhargav Pulugundla, Johan Rohdin, Karel Veselý, Lukáš Burget, Oldřich Plchot, Ondřej Glembek, Ondvrej Novotný, Pavel Matějka
Publicado en: Interspeech 2020, 2020, Page(s) 761-765
Editor: ISCA
DOI: 10.21437/interspeech.2020-2882

Idiap NMT System for WAT 2019 Multi-Modal Translation Task

Autores: Shantipriya Parida, Petr Motlíček, Ondřej Bojar
Publicado en: Proceedings of the 6th Workshop on Asian Translation, 2019, Page(s) 175-180
Editor: Association for Computational Linguistics

Analysis of the but Diarization System for Voxconverse Challenge

Autores: Federico Landini; Ondrej Glembek; Pavel Matejka; Johan Rohdin; Lukas Burget; Mireia Diez; Anna Silnova
Publicado en: ICASSP 2021 - 2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Issue 7, 2021, ISBN 978-1-7281-7605-5
Editor: IEEE
DOI: 10.1109/icassp39728.2021.9414315

Task-Adaptive Pre-Training for Boosting Learning With Noisy Labels: A Study on Text Classification for African Languages

Autores: Dawei Zhu, Michael A. Hedderich, Fangzhou Zhai, David Ifeoluwa Adelani, Dietrich Klakow
Publicado en: ICLR 2022 AfricaNLP 2022: NLP for African languages, 2022
Editor: ICLR2022

Analysis of X-Vectors for Low-Resource Speech Recognition

Autores: Martin Karafiat, Karel Vesely, Jan “Honza” Cernocky, Jan Profant, Jiri Nytra, Miroslav Hlavacek, and Tomas Pavlicek
Publicado en: ICASSP 2021 - 2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2021
Editor: IEEE
DOI: 10.1109/icassp39728.2021.9414725

Meta Self-Refinement for Robust Learning with Weak Supervision

Autores: Dawei Zhu, Xiaoyu Shen, Michael A. Hedderich and Dietrich Klakow
Publicado en: Accepted paper at EACL 2023, 2023
Editor: EACL2023

Implementing contextual biasing in GPU decoder for online ASR

Autores: Iuliia, Nigmatulina; Madikeri, Srikanth; VILLATORO-TELLO, Esaú; Motlicek, Petr; Juan, Zuluaga-Gomez; S, Karthik Pandia D; Ganapathiraju, Aravind
Publicado en: Proc. Interspeech 2023, 2023
Editor: Interspeech 2023

CommonAccent: Exploring Large Acoustic Pretrained Models for Accent Classification Based on Common Voice

Autores: Juan Zuluaga-Gomez, Sara Ahmed, Danielius Visockas, Cem Subakan
Publicado en: Proc. Interspeech 2023, 2023
Editor: Interspeech 2023
DOI: 10.48550/arxiv.2305.18283

Detection of Similar Languages and Dialects Using Deep Supervised Autoencoders

Autores: Shantipriya Parida; Esau Villatoro-Tello; Sajit Kumar; Mael Fabien; Petr Motlicek
Publicado en: Proceedings of the 17th International Conference on Natural Language Processing, 2020
Editor: ICON2020

Utilizing VOiCES Dataset for Multichannel Speaker Verification with Beamforming

Autores: Ladislav Mošner, Oldřich Plchot, Johan Rohdin, Jan Černocký
Publicado en: Odyssey 2020 The Speaker and Language Recognition Workshop, 2020, Page(s) 187-193
Editor: ISCA
DOI: 10.21437/odyssey.2020-27

Analysing the Noise Model Error for Realistic Noisy Label Data

Autores: Hedderich, Michael A.; Zhu, Dawei; Klakow, Dietrich
Publicado en: Proceedings of the AAAI Conference on Artificial Intelligence, Issue Vol. 35 No. 9: AAAI-21 Technical Tracks 9, 2021, Page(s) 7675-7684, ISSN 2374-3468
Editor: AAAI Press
DOI: 10.48550/arxiv.2101.09763

Estimating Formulas for Model Performance Under Noisy Labels Using Symbolic Regression

Autores: Fech Scen Khoo, Dawei Zhu, Michael A. Hedderich , Dietrich Klakow
Publicado en: ESANN 2021 proceedings, European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning, 2021
Editor: i6doc.com
DOI: 10.14428/esann/2021.es2021-65

Analysis of ABC Submission to NIST SRE 2019 CMN and VAST Challenge

Autores: Jahangir Alam, Gilles Boulianne, Lukas Burget, Mohamed Dahmane, Mireia Diez Sánchez, Alicia Lozano-Diez, Ondrej Glembek, Pierre-Luc St-Charles, Marc Lalonde, Pavel Matejka, Petr Mizera, Joao Monteiro, Ladislav Mosner, Cedric Noiseux, Ondřej Novotný, Oldrich Plchot, Johan Rohdin, Anna Silnova, Josef Slavicek, Themos Stafylakis, Shuai Wang, Hossein Zeinali
Publicado en: Odyssey 2020 The Speaker and Language Recognition Workshop, 2020, Page(s) 289-295
Editor: ISCA
DOI: 10.21437/odyssey.2020-41

Probabilistic Embeddings for Speaker Diarization

Autores: Anna Silnova, Niko Brummer, Johan Rohdin, Themos Stafylakis, Lukas Burget
Publicado en: Odyssey 2020 The Speaker and Language Recognition Workshop, 2020, Page(s) 24-31
Editor: ISCA
DOI: 10.21437/odyssey.2020-4

SoChainDB: A Database for Storing and Retrieving Blockchain-Powered Social Network Data

Autores: Nguyen, Hoang H. and Bozhkov, Dmytro and Ahmadi, Zahra and Nguyen, Nhat-Minh and Doan, Thanh-Nam
Publicado en: Proceedings of the 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Issue SIGIR '22, 2022, Page(s) 3036-3045, ISBN 978-1-4503-8732-3
Editor: 2022 Association for Computing Machinery
DOI: 10.1145/3477495.3531735

NLPHut’s Participation at WAT2021

Autores: Shantipriya Parida, Subhadarshi Panda, Ketan Kotwal, Amulya Ratna Dash, Satya Ranjan Dash, Yashvardhan Sharma, Petr Motlicek, Ondřej Bojar
Publicado en: Proceedings of the 8th Workshop on Asian Translation (WAT2021), 2021, Page(s) 146–154
Editor: Association for Computational Linguistics
DOI: 10.18653/v1/2021.wat-1.16

Multimodal Neural Machine Translation System for English to Bengali

Autores: Shantipriya Parida, Subhadarshi Panda, Satya Prakash Biswal, Ketan Kotwal, Arghyadeep Sen, Satya Ranjan Dash, Petr Motlicek
Publicado en: Proceedings of the First Workshop on Multimodal Machine Translation for Low Resource Languages (MMTLRL 2021),, Issue in conjuction with RANLP-2021, 2021, Page(s) 31-39
Editor: INCOMA Ltd.
DOI: 10.26615/978-954-452-073-1_006

TOKEN Is a MASK: Few-shot Named Entity Recognition with Pre-trained Language Models

Autores: Ali Davody, David Ifeoluwa Adelani, Thomas Kleinbauer, Dietrich Klakow
Publicado en: 25th International Conference on Text, Speech and Dialogue (TSD 2022), 2022, Page(s) 138–150, ISBN 978-3-031-16270-1
Editor: Springer, Cham
DOI: 10.1007/978-3-031-16270-1_12

Analyzing speaker verification embedding extractors and back-ends underlanguage and channel mismatch

Autores: Anna Silnova, Themos Stafylakis, Ladislav Mosner, Oldrich Plchot, Johan Rohdin, Pavel Matejka, Lukas Burget, Ondrej Glembek, Niko Brummer
Publicado en: The Speaker and Language Recognition Workshop (Odyssey 2022), 2022, Page(s) 9-16
Editor: Odyssey
DOI: 10.21437/odyssey.2022-2

OdiEnCorp 2.0: Odia-English Parallel Corpus for Machine Translation

Autores: Shantipriya Parida, Satya Ranjan Dash, Ondřej Bojar, Petr Motlicek, Priyanka Pattnaik, Debasish Kumar Mallick
Publicado en: Proceedings of the WILDRE5– 5th Workshop on Indian Language Data: Resources and Evaluation, 2020
Editor: European Language Resources Association (ELRA)

A Few Thousand Translations Go a Long Way! Leveraging Pre-trained Models for African News Translation

Autores: David Ifeoluwa Adelani, Jesujoba Oluwadara Alabi, Angela Fan, Julia Kreutzer, Xiaoyu Shen, Machel Reid, Dana Ruiter, Dietrich Klakow, Peter Nabende, Ernie Chang, Tajuddeen Gwadabe, Freshia Sackey, Bonaventure F. P. Dossou, Chris Chinenye Emezue, Colin Leong, Michael Beukman, Shamsuddeen Hassan Muhammad, Guyo Dub Jarso, Oreen Yousuf, Andre Niyongabo Rubungo, Gilles Hacheme, Eric Peter Wairagala, Mu
Publicado en: Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2022
Editor: Association for Computational Linguistics
DOI: 10.18653/v1/2022.naacl-main.223

Speaker Recognition on Mono-Channel Telephony Recordings

Autores: Yosef Solewicz and Noa Cohen and Johan Rohdin and Srikanth Madikeri and Jan ”Honza” Čercnocký
Publicado en: Proc. The Speaker and Language Recognition Workshop (Odyssey 2022), 2022, Page(s) 193-199
Editor: Odyssey 2022
DOI: 10.21437/odyssey.2022-27

On Node Embedding of Uncertain Networks

Autores: Hoang H. Nguyen, Sergej Zerr, Tuan-Anh Hoang
Publicado en: 2020 IEEE International Conference on Big Data (Big Data), 2020, Page(s) 5792-5794, ISBN 978-1-7281-6251-5
Editor: IEEE
DOI: 10.1109/bigdata50022.2020.9378022

MANDO-GURU: vulnerability detection for smart contract source code by heterogeneous graph embeddings

Autores: Nguyen, Hoang H. and Nguyen, Nhat-Minh and Doan, Hong-Phuc and Ahmadi, Zahra and Doan, Thanh-Nam and Jiang, Lingxiao
Publicado en: Proceedings of the 30th ACM Joint European Software Engineer- ing Conference and Symposium on the Foundations of Software Engineering (ESEC/FSE ’22), 2022, Page(s) 1736–1740, ISSN 78-1-4503-9413-0
Editor: Association for Computing Machinery
DOI: 10.1145/3540250.3558927

Idiap Submission to Swiss-German Language Detection Shared Task

Autores: Shantipriya Parida, Esaú Villatoro-Tello, Sajit Kumar, Petr Motlicek, Qingran Zhan
Publicado en: Proceedings of the 5th Swiss Text Analytics Conference (SwissText) & 16th Conference on Natural Language Processing (KONVENS), 2020
Editor: Creative Commons Licence

Idiap & UAM participation at GermEval 2020: Classification and Regression of Cognitive and Motivational Style from Text

Autores: Esáu Villatoro-Tello, Shantipriya Parida, Sajit Kumar, Petr Motlicek, and Qingran Zhan
Publicado en: Proceedings of GermEval Task 1 (“Classification and Regression of Cognitive and Motivational Style from Text”), 2020
Editor: Creative Commons Licence

ROXANNE Research Platform: Automate criminal investigations

Autores: Maël Fabien, Shantipriya Parida, Petr Motlicek, Dawei Zhu, Aravind Krishnan, Hoang H. Nguyen
Publicado en: Proc. Interspeech 2021, Issue INTERSPEECH 2021: Show & Tell Contribution, 2021, Page(s) 962-964
Editor: 2021 ISCA

Transfer Learning and Distant Supervision for Multilingual Transformer Models: A Study on African Languages

Autores: Michael A. Hedderich, David Adelani, Dawei Zhu, Jesujoba Alabi, Udia Markus, Dietrich Klakow
Publicado en: Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP), 2020, Page(s) 2580-2591
Editor: Association for Computational Linguistics
DOI: 10.18653/v1/2020.emnlp-main.204

Idiap and UAM Participation at MEX-A3T Evaluation Campaign

Autores: Esaú Villatoro-Tello, Gabriela Ramírez-de-la-Rosa, Sajit Kumar, Shantipriya Parida, Petr Motlicek
Publicado en: Proceedings of the Iberian Languages Evaluation Forum (IberLEF 2020), 2020, Page(s) 252-257
Editor: Creative Commons License Attribution 4.0 International (CC BY 4.0)

Distant Supervision and Noisy Label Learning for Low Resource Named Entity Recognition: A Study on Hausa and Yor\`ub\'a

Autores: Adelani, David Ifeoluwa; Hedderich, Michael A.; Zhu, Dawei; Berg, Esther van den; Klakow, Dietrich
Publicado en: ICLR 2020 Workshop, Issue 3, 2020
Editor: ICLR

MANDO: Multi-Level Heterogeneous Graph Embeddings for Fine-Grained Detection of Smart Contract Vulnerabilities

Autores: Hoang H. Nguyen, Nhat-Minh Nguyen, Chunyao Xie, Zahra Ahmadi, Daniel Kudendo, Thanh-Nam Doan, Lingxiao Jiang
Publicado en: 2022 IEEE 9th International Conference on Data Science and Advanced Analytics (DSAA), 2023, ISBN 978-1-6654-7330-9
Editor: IEEE
DOI: 10.1109/dsaa54385.2022.10032337

Incremental Semi-Supervised Learning for Multi-Genre Speech Recognition

Autores: Banriskhem Khonglah, Srikanth Madikeri, Subhadeep Dey, Herve Bourlard, Petr Motlicek, Jayadev Billa
Publicado en: ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2020, Page(s) 7419-7423, ISBN 978-1-5090-6631-5
Editor: IEEE
DOI: 10.1109/icassp40776.2020.9054309

Multivariate Time Series Analysis: An Interpretable CNN-based Model

Autores: Raneen Younis; Sergej Zerr; Zahra Ahmadi
Publicado en: 2022 IEEE 9th International Conference on Data Science and Advanced Analytics (DSAA), 2023, ISBN 978-1-6654-7330-9
Editor: IEEE
DOI: 10.1109/dsaa54385.2022.10032335

Analysis of the BUT Diarization System for VoxConverse Challenge

Autores: Landini, Federico; Glembek, Ondřej; Matějka, Pavel; Rohdin, Johan; Burget, Lukáš; Diez, Mireia; Silnova, Anna
Publicado en: ICASSP 2021, Issue 3, 2021
Editor: ICASSP

BertAA: BERT fine-tuning for Authorship Attribution

Autores: Fabien, Mael; VILLATORO-TELLO, Esaú; Motlicek, Petr; Parida, Shantipriya
Publicado en: Proceedings of the 17th International Conference on Natural Language Processing, 2020
Editor: ICON2020

Graph2Speak: Improving Speaker Identification using Network Knowledge in Criminal Conversational Data

Autores: Fabien, Mael; Sarfjoo, Seyyed Saeed; Motlicek, Petr; Madikeri, Srikanth
Publicado en: ICASSP 2021, Issue 1, 2021
Editor: ICASSP 2021

Weaker Than You Think: A Critical Look at Weakly Supervised Learning

Autores: Dawei Zhu, Xiaoyu Shen, Marius Mosbach, Andreas Stephan, Dietrich Klakow
Publicado en: The 61st Annual Meeting of the Association for Computational Linguistics, 2023
Editor: ACL 2023
DOI: 10.48550/arxiv.2305.17442

Is BERT Robust to Label Noise? A Study on Learning with Noisy Labels in Text Classification

Autores: Dawei Zhu, Michael A. Hedderich, Fangzhou Zhai, David Ifeoluwa Adelani, Dietrich Klakow
Publicado en: Proceedings of the Third Workshop on Insights from Negative Results in NLP, 2022, Page(s) 62-67
Editor: Association for Computational Linguistics
DOI: 10.18653/v1/2022.insights-1.8

On the Impact of Dataset Size:A Twitter Classification Case Study

Autores: Nguyen, Thi Huyen; Nguyen, Hoang H.; Ahmadi, Zahra; Hoang, Tuan-Anh; Doan, Thanh-Nam
Publicado en: WI-IAT '21: IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology, 2022, Page(s) Pages 210–217, ISBN 978-1-4503-9115-3
Editor: 2021 Association for Computing Machinery
DOI: 10.1145/3486622.3493960

Speaker Embeddings by Modeling Channel-Wise Correlations

Autores: Themos Stafylakis, Johan Rohdin, Lukáš Burget
Publicado en: Proc. Interspeech 2021, 2021, Page(s) 501-505
Editor: Interspeech 2021
DOI: 10.21437/interspeech.2021-1442

Open-Set Speaker Identification pipeline in live criminal investigations

Autores: Maël Fabien, Petr Motlicek
Publicado en: 2021 ISCA Symposium on Security and Privacy in Speech Communication, 2021, Page(s) 21-24
Editor: 2021 ISCA
DOI: 10.21437/spsc.2021-5

Overview of the 6th Workshop on Asian Translation

Autores: Toshiaki Nakazawa, Nobushige Doi, Shohei Higashiyama, Chenchen Ding, Raj Dabre, Hideya Mino, Isao Goto, Win Pa Pa, Anoop Kunchukuttan, Shantipriya Parida, Ondřej Bojar, Sadao Kurohashi
Publicado en: Proceedings of the 6th Workshop on Asian Translation, 2019, Page(s) 1-35
Editor: Association for Computational Linguistics
DOI: 10.18653/v1/d19-5201

ROXSD: a Simulated Dataset of Communication in Organized Crime

Autores: "Kvetoslav Maly, Gerhard Backfried, Francesco Calderoni, Jan ""Honza"" Černocký, Erinc Dikici, Maël Fabien, Jan Hořínek, Joshua Hughes, Miroslav Janošík, Marek Kovac, Petr Motlicek, Hoang H. Nguyen, Shantipriya Parida, Johan Rohdin, Miroslav Skácel, Sergej Zerr, Dietrich Klakow, Dawei Zhu, Aravind Krishnan"
Publicado en: Proc. 2021 ISCA Symposium on Security and Privacy in Speech Communication, 2021, Page(s) 32-36
Editor: 2021 ISCA
DOI: 10.21437/spsc.2021-7

Graph2Speak: Improving Speaker Identification using Network Knowledge in Criminal Conversational Data

Autores: Maël Fabien; Seyyed Saeed Sarfjoo; Petr Motlicek; Srikanth Madikeri
Publicado en: 2021 ISCA Symposium on Security and Privacy in Speech Communication, Issue 1, 2021, Page(s) 10-13
Editor: ISCA
DOI: 10.21437/spsc.2021-3

SparCAssist: A Model Risk Assessment Assistant Based on Sparse Generated Counterfactuals

Autores: Zhang, Zijian and Setty, Vinay and Anand, Avishek
Publicado en: Proceedings of the 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Issue SIGIR '22, 2022, Page(s) 3219–3223, ISBN 978-1-4503-8732-3
Editor: Association for Computing Machinery
DOI: 10.1145/3477495.3531677

Speech Activity Detection Based on Multilingual Speech Recognition System

Autores: Seyyed Saeed Sarfjoo; Srikanth Madikeri; Petr Motlicek
Publicado en: Proc. Interspeech 2021, Issue 4, 2021, Page(s) 4369-4373
Editor: Interspeech 2021
DOI: 10.21437/interspeech.2021-1058

Inferring Highly-dense Representations for Clustering Broadcast Media Content

Autores: Esaú Villatoro-Tello, Shantipriya Parida, Petr Motlicek, Ondřej Bojar
Publicado en: Prague Bulletin of Mathematical Linguistics, Issue 115/1, 2020, Page(s) 31-50, ISSN 1804-0462
Editor: Creative Commons CC BY-NC-ND
DOI: 10.14712/00326585.004

Multi-Vehicle Multi-Camera Tracking with Graph-Based Tracklet Features

Autores: T. T. Nguyen, H. H. Nguyen, M. Sartipi and M. Fisichella
Publicado en: IEEE Transactions on Multimedia, 2023, ISSN 1520-9210
Editor: Institute of Electrical and Electronics Engineers
DOI: 10.1109/tmm.2023.3274369

Real-Time Multi-Vehicle Multi-Camera Tracking with Graph-Based Tracklet Features

Autores: Nguyen, T. T., Nguyen, H. H., Sartipi, M., & Fisichella, M.
Publicado en: Transportation Research Record, 2023, ISSN 0361-1981
Editor: US National Research Council
DOI: 10.1177/03611981231170591

Bayesian HMM clustering of x-vector sequences (VBx) in speaker diarization: Theory, implementation and analysis on standard tasks

Autores: Federico Landini; Ján Profant; Mireia Diez; Lukas Burget
Publicado en: Computer Speech & Language, Issue Vol. 71, 2021, ISSN 0885-2308
Editor: Academic Press
DOI: 10.48550/arxiv.2012.14952

Inductive and Transductive Link Prediction for Criminal Network Analysis

Autores: Ahmadi, Zahra and Nguyen, Hoang H. and Zhang, Zijian and Bozhkov, Dmytro and Kudenko, Daniel and Jofre, Maria and Calderoni, Francesco and Cohen, Noa and Solewicz, Yosef
Publicado en: Journal of Computational Science, 2023, ISSN 1877-7503
Editor: Elsevier BV
DOI: 10.2139/ssrn.4331130

Robust link prediction in criminal networks: A case study of the Sicilian Mafia

Autores: Francesco Calderoni, Salvatore Catanese, Pasquale De Meo, Annamaria Ficara, Giacomo Fiumara
Publicado en: Expert Systems with Applications, Issue 161, 2020, Page(s) 113666, ISSN 0957-4174
Editor: Pergamon Press Ltd.
DOI: 10.1016/j.eswa.2020.113666

Establishing phone-pair co-usage by comparing mobility patterns

Autores: Wauter Bosma, Sander Dalm, Erwin van Eijk, Rachid el Harchaoui, Edwin Rijgersberg, Hannah Tereza Tops, Alle Veenstra, Rolf Ypma
Publicado en: Science & Justice, Issue 60/2, 2020, Page(s) 180-190, ISSN 1355-0306
Editor: Forensic Science Society
DOI: 10.1016/j.scijus.2019.10.005

Experimental Evaluation of Scale, and Patterns of Systematic Inconsistencies in Google Trends Data

Autores: Philipp Behnen, Rene Kessler, Felix Kruse, Jorge Marx Gómez, Jan Schoenmakers, Sergej Zerr
Publicado en: ECML PKDD 2020 Workshops - Workshops of the European Conference on Machine Learning and Knowledge Discovery in Databases (ECML PKDD 2020): SoGood 2020, PDFL 2020, MLCS 2020, NFMCP 2020, DINA 2020, EDML 2020, XKDD 2020 and INRA 2020, Ghent, Belgium, September 14–18, 2020, Proceedings, Issue 1323, 2020, Page(s) 374-384, ISBN 978-3-030-65964-6
Editor: Springer International Publishing
DOI: 10.1007/978-3-030-65965-3_25

BertOdia: BERT pre-training for low resource Odia language

Autores: Shantipriya Parida, Satya Prakash Biswal, Biranchi Narayan Nayak, Maël Fabien, Esaú Villatoro-Tello, Petr Motlicek & Satya Ranjan Dash
Publicado en: Dehuri, S., Prasad Mishra, B.S., Mallick, P.K., Cho, SB. (eds) Biologically Inspired Techniques in Many Criteria Decision Making., Issue Smart Innovation, Systems and Technologies, vol 271, 2022, ISBN 978-981-16-8739-6
Editor: Springer
DOI: 10.1007/978-981-16-8739-6_32

Analysing the Noise Model Error for Realistic Noisy Label Data

Autores: Hedderich, Michael A.; Zhu, Dawei; Klakow, Dietrich
Publicado en: Issue 1, 2021
Editor: AAAI 2021

BUT System Description for The Third DIHARD Speech Diarization Challenge

Autores: Federico Landini, Alicia Lozano-Diez, Lukas Burget, Mireia Diez, Anna Silnova, Katerina Zmolıkova, Ondrej Glembek, Pavel Matejka, Themos Stafylakis, Niko Brümmer
Publicado en: Proceedings available at Dihard Challenge Github, 2021
Editor: Dihard Challenge Github

Speech Activity Detection Based on Multilingual Speech Recognition System

Autores: Sarfjoo, Seyyed Saeed; Madikeri, Srikanth; Motlicek, Petr
Publicado en: Issue 1, 2021
Editor: Interspeech 2021

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