Speech variation and speaker profile modeling in media M/F

Updated: 23 days ago
Location: Saint Aubin Routot, HAUTE NORMANDIE
Job Type: FullTime
Deadline: 25 Apr 2024

5 Apr 2024
Job Information
Organisation/Company

CNRS
Department

Laboratoire Interdisciplinaire des Sciences du Numérique
Research Field

Language sciences
Language sciences » Linguistics
Language sciences » Languages
Researcher Profile

Recognised Researcher (R2)
Country

France
Application Deadline

25 Apr 2024 - 23:59 (UTC)
Type of Contract

Temporary
Job Status

Full-time
Hours Per Week

35
Offer Starting Date

1 Jun 2024
Is the job funded through the EU Research Framework Programme?

Not funded by an EU programme
Is the Job related to staff position within a Research Infrastructure?

No

Offer Description

The proposed topic lies at the crossroads of automatic language processing, corpus linguistics and sociology. It is aimed to answer the following questions: (1) what are the acoustic cues that characterize political discourse? (2) what are the acoustic cues that characterize journalist/interlocutor alignment or divergence (in the broad sense, guest, interviewee, etc.)?

- listening to and selecting subsets of journalistic data relevant to the subject
- implementation of protocols for extracting subsets of data and for acoustic and prosodic analysis in order to highlight the linguistic parameters characterizing the phenomena analyzed
- statistical modeling
- use of speech recognition techniques (forced alignment, pronunciation variants) to explore the data
- modeling parameters from different sources using machine learning techniques
- modelisation according to sociological research questions

This one-year postdoctoral contract is funded by the CNRS as part of an interdisciplinary call. The subject concerns the socio-phonetic and expressive modeling of variation phenomena in multilingual and longitudinal audio journalistic data. For several decades, journalistic speech has provided valuable material for research in speech tecnologies, humanities and social sciences. For example, the former rely on the abundant corpora provided by this type of recording to train speech recognition systems, or to automatically model attitudes and affective states. In the field of social sciences and humanities, phonetics and laboratory phonology use this type of data to model large-scale variation phenomena according to different study dimensions (language, speaker, speaking style, etc.), as does sociology, which uses it to model media bias, for example. In recent years, interdisciplinary studies have emerged that combine automatic processing with scientific questions from linguistics and the social sciences. The post-doctorate topic proposed here is in line with this research direction, and aims to bring together the achievements of the above-mentioned fields in an interdisciplinary framework at the crossroads of automatic processing, corpus linguistics and sociology.


Requirements
Research Field
Language sciences
Education Level
PhD or equivalent

Research Field
Language sciences
Education Level
PhD or equivalent

Research Field
Language sciences
Education Level
PhD or equivalent

Languages
FRENCH
Level
Basic

Research Field
Language sciences
Years of Research Experience
1 - 4

Research Field
Language sciences » Linguistics
Years of Research Experience
1 - 4

Research Field
Language sciences » Languages
Years of Research Experience
1 - 4

Additional Information
Eligibility criteria

- PhD in linguistics (phonetics/phonology), NLP or computer science, knowledge of sociology/sociolinguistics a plus
- Experience in automated exploration of large corpora
- Experience in static and dynamic acoustic analysis (e.g. GAMM) and acoustic modeling
- Experience with programming languages for statistical computing and data visualization (e.g. R. Python or other)


Website for additional job details

https://emploi.cnrs.fr/Offres/CDD/UMR9015-IOAVAS-013/Default.aspx

Work Location(s)
Number of offers available
1
Company/Institute
Laboratoire Interdisciplinaire des Sciences du Numérique
Country
France
City
ST AUBIN
Geofield


Where to apply
Website

https://emploi.cnrs.fr/Candidat/Offre/UMR9015-IOAVAS-013/Candidater.aspx

Contact
City

ST AUBIN
Website

http://www.lisn.upsaclay.fr

STATUS: EXPIRED