ROXANNE Research Platform: Automate criminal investigations

Maël Fabien; Shantipriya Parida; Petr Motlicek; Dawei Zhu; Aravind Krishnan; Hoang H. Nguyen

ROXANNE Research Platform: Automate criminal investigations

Maël Fabien^*
, Shantipriya Parida
, Petr Motlicek
, Dawei Zhu
, Aravind Krishnan
, Hoang H. Nguyen

^*Corresponding author for this work

L3S Research Centre

Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review

Abstract

Criminal investigations require manual intervention of several investigators and translators. However, the amount and the diversity of the data collected raises many challenges, and cross-border investigations against organized crime can quickly impossible to handle. We developed ROXANNE Research platform, an all-in-one platform which processes intercepted phone calls, runs state-of-the-art components such as speaker identification, automatic speech recognition or named entity detection, and builds a knowledge graph of the extracted information. Our aim for this work is to do a first step in the direction of an open research platform combining speech, text, and video processing algorithms with criminal network analysis for combating organized crime.

Original language	English
Title of host publication	22nd Annual Conference of the International Speech Communication Association
Subtitle of host publication	INTERSPEECH 2021
Publisher	International Speech Communication Association
Pages	2156-2158
Number of pages	3
ISBN (Electronic)	9781713836902
Publication status	Published - 2021
Event	22nd Annual Conference of the International Speech Communication Association, INTERSPEECH 2021 - Brno, Czech Republic Duration: 30 Aug 2021 → 3 Sept 2021

Publication series

Name	Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH
Volume	3
ISSN (Print)	2308-457X
ISSN (Electronic)	1990-9772

Conference

Conference	22nd Annual Conference of the International Speech Communication Association, INTERSPEECH 2021
Country/Territory	Czech Republic
City	Brno
Period	30 Aug 2021 → 3 Sept 2021

UN Sustainable Development Goals (SDGs)

This output contributes to the following UN Sustainable Development Goals (SDGs)

SDG 16 Peace, Justice and Strong Institutions

Keywords

Criminal investigations
Platform
Speaker identification
Speech recognition

ASJC Scopus subject areas

Language and Linguistics
Human-Computer Interaction
Signal Processing
Software
Modelling and Simulation

Access to Document

https://www.isca-speech.org/archive/interspeech_2021/fabien21_interspeech.htmlLicence: Unspecified

Cite this

Fabien, M., Parida, S., Motlicek, P., Zhu, D., Krishnan, A., & Nguyen, H. H. (2021). ROXANNE Research Platform: Automate criminal investigations. In 22nd Annual Conference of the International Speech Communication Association: INTERSPEECH 2021 (pp. 2156-2158). (Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH; Vol. 3). International Speech Communication Association. https://www.isca-speech.org/archive/interspeech_2021/fabien21_interspeech.html

Fabien, Maël ; Parida, Shantipriya ; Motlicek, Petr et al. / ROXANNE Research Platform : Automate criminal investigations. 22nd Annual Conference of the International Speech Communication Association: INTERSPEECH 2021. International Speech Communication Association, 2021. pp. 2156-2158 (Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH).

@inproceedings{ea94fb3f5933436ca58697556b9c54e7,

title = "ROXANNE Research Platform: Automate criminal investigations",

abstract = "Criminal investigations require manual intervention of several investigators and translators. However, the amount and the diversity of the data collected raises many challenges, and cross-border investigations against organized crime can quickly impossible to handle. We developed ROXANNE Research platform, an all-in-one platform which processes intercepted phone calls, runs state-of-the-art components such as speaker identification, automatic speech recognition or named entity detection, and builds a knowledge graph of the extracted information. Our aim for this work is to do a first step in the direction of an open research platform combining speech, text, and video processing algorithms with criminal network analysis for combating organized crime.",

keywords = "Criminal investigations, Platform, Speaker identification, Speech recognition",

author = "Ma{\"e}l Fabien and Shantipriya Parida and Petr Motlicek and Dawei Zhu and Aravind Krishnan and Nguyen, \{Hoang H.\}",

year = "2021",

language = "English",

series = "Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH",

publisher = "International Speech Communication Association",

pages = "2156--2158",

booktitle = "22nd Annual Conference of the International Speech Communication Association",

note = "22nd Annual Conference of the International Speech Communication Association, INTERSPEECH 2021 ; Conference date: 30-08-2021 Through 03-09-2021",

}

Fabien, M, Parida, S, Motlicek, P, Zhu, D, Krishnan, A & Nguyen, HH 2021, ROXANNE Research Platform: Automate criminal investigations. in 22nd Annual Conference of the International Speech Communication Association: INTERSPEECH 2021. Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH, vol. 3, International Speech Communication Association, pp. 2156-2158, 22nd Annual Conference of the International Speech Communication Association, INTERSPEECH 2021, Brno, Czech Republic, 30 Aug 2021. <https://www.isca-speech.org/archive/interspeech_2021/fabien21_interspeech.html>

ROXANNE Research Platform: Automate criminal investigations. / Fabien, Maël; Parida, Shantipriya; Motlicek, Petr et al.
22nd Annual Conference of the International Speech Communication Association: INTERSPEECH 2021. International Speech Communication Association, 2021. p. 2156-2158 (Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH; Vol. 3).

Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review

TY - GEN

T1 - ROXANNE Research Platform

T2 - 22nd Annual Conference of the International Speech Communication Association, INTERSPEECH 2021

AU - Fabien, Maël

AU - Parida, Shantipriya

AU - Motlicek, Petr

AU - Zhu, Dawei

AU - Krishnan, Aravind

AU - Nguyen, Hoang H.

PY - 2021

Y1 - 2021

N2 - Criminal investigations require manual intervention of several investigators and translators. However, the amount and the diversity of the data collected raises many challenges, and cross-border investigations against organized crime can quickly impossible to handle. We developed ROXANNE Research platform, an all-in-one platform which processes intercepted phone calls, runs state-of-the-art components such as speaker identification, automatic speech recognition or named entity detection, and builds a knowledge graph of the extracted information. Our aim for this work is to do a first step in the direction of an open research platform combining speech, text, and video processing algorithms with criminal network analysis for combating organized crime.

AB - Criminal investigations require manual intervention of several investigators and translators. However, the amount and the diversity of the data collected raises many challenges, and cross-border investigations against organized crime can quickly impossible to handle. We developed ROXANNE Research platform, an all-in-one platform which processes intercepted phone calls, runs state-of-the-art components such as speaker identification, automatic speech recognition or named entity detection, and builds a knowledge graph of the extracted information. Our aim for this work is to do a first step in the direction of an open research platform combining speech, text, and video processing algorithms with criminal network analysis for combating organized crime.

KW - Criminal investigations

KW - Platform

KW - Speaker identification

KW - Speech recognition

UR - https://www.scopus.com/pages/publications/85119172311

M3 - Conference contribution

AN - SCOPUS:85119172311

T3 - Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH

SP - 2156

EP - 2158

BT - 22nd Annual Conference of the International Speech Communication Association

PB - International Speech Communication Association

Y2 - 30 August 2021 through 3 September 2021

ER -

Fabien M, Parida S, Motlicek P, Zhu D, Krishnan A, Nguyen HH. ROXANNE Research Platform: Automate criminal investigations. In 22nd Annual Conference of the International Speech Communication Association: INTERSPEECH 2021. International Speech Communication Association. 2021. p. 2156-2158. (Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH).

ROXANNE Research Platform: Automate criminal investigations

Abstract

Publication series

Conference

UN Sustainable Development Goals (SDGs)

Keywords

ASJC Scopus subject areas

Access to Document

Other files and links

Cite this