Deep Learning Researcher for Speech and Language Technologies

NLP PEOPLE; Donostia/San Sebastián; Presencial; EUR 30.000 - 50.000; Jornada completa

Descripción de la vacante

Une entreprise leader dans le secteur de la recherche en technologies linguistiques recherche un chercheur à temps plein pour travailler sur des solutions innovantes en langage et discours. Vous serez impliqué dans des projets R&D industriels, utilisant des techniques avancées d'apprentissage automatique pour relever des défis en traitement de la parole dans des contextes variés.

Formación

• Diplôme en ingénierie ou équivalent.
• Expérience avec les frameworks d'apprentissage en profondeur.
• Compétence en langues telles que C/C++, Python, Java.

Responsabilidades

• Participer à des projets de R&D collaboratifs et industriels.
• Rechercher sur des techniques neuronales en technologies de langage.
• Travailler avec des données de formation limitées et des exigences de traitement en temps réel.

Conocimientos

Machine Learning

Deep Learning

Speech Processing

Natural Language Processing

Educación

Master Degree

PhD Preferred

Herramientas

Pytorch

Tensorflow

Kaldi

DeepSpeech

OpenNMT

Marian

Descripción del empleo

We are looking for a full-time researcher willing to work with us in the
development of innovative speech and language solutions based on the latest
deep learning technologies and frameworks, capable of satisfying the needs
of an industry demanding speech and natural language technologies and
interfaces for an increasingly varied set of domains and use cases. The
researcher will be developing his/her work at Vicomtech
<http://www.vicomtech.org/en> (San Sebastian, SPAIN).

The goal is to research on neural techniques and architectures which enable
the adoption of speech and language technologies in challenging application
scenarios involving noisy/spontaneous speech and language, the availability
of limited in-domain training data, real-time on-premise processing
requirements, incremental learning and minority languages. These research
lines are supported by ongoing and future Speech and Language projects in
the department
<http://www.vicomtech.org/en/d6/speech-and-natural-language-technologies>,
which also counts with the necessary Deep Learning training and deployment
infrastructure. At the practical level, the researcher will participate in
tasks related to collaborative and industrial R&D projects, working in a
team of experts in speech and natural language technologies.

Company:

VicomTech

Qualifications:

? Engineering degree or equivalent, good knowledge in one or more of the
following fields: machine learning, maths, computer science
? Confident with Deep Learning frameworks (Pytorch, Tensorflow) and Linux
and/or Windows development environments in one or more languages (C/C++,
Python, Java, Bash, Perl)
? Experience with tools and libraries for speech processing and machine
translation will be valued (Kaldi, DeepSpeech, Wav2letter, OpenNMT, Marian)
? PhD will be preferred, option to start a PhD is also considered
? Passionate about applied research, industrial innovation and technology
transfer in the areas of this role

Language requirements:

? Good written and spoken Spanish and English skill

Educational level:

Master Degree

Tagged as: Industry, Machine Learning, Machine Translation, Master Degree, NLP, Spain, Speech Processing