Research Scientist for Context-Adapting Speech and Language Models

hace 4 semanas

Barcelona, Barcelona, España Telefonica S.A. A tiempo completo
Research Project: Context-Adapting Semantic Learning for Large Speech and Language Models

Telefonica Innovación Digital - Discovery Research is seeking a highly skilled Research Engineer to join our team of experts in developing and integrating applications related to context learning for large speech and language models.

Key Responsibilities:
  • Develop and deploy personalized and adapted-to-context solutions for keyword spotting, automatic speech recognition, and large language models using deep learning techniques.
  • Implement state-of-the-art methods such as semantic knowledge graphs, privacy-preserving learning, and early-exit architectures to ensure context adaptation, human-preferences alignment, data privacy, and federation of heterogeneous speech/language deep learning architectures.
  • Conduct experiments and evaluations to assess the performance of solutions and optimize algorithms for deployment in low-resourced environments.
  • Stay up-to-date with industry trends and developments related to computational linguistics, speech, and language models, and propose recommendations for future improvements.
  • Collaborate with cross-functional international teams to integrate speech and language solutions into existing platforms and applications.
  • Write technical reports and documentation to communicate results to internal and external stakeholders.
Qualifications:
  • MSc. in Computer Science, Electrical Engineering, or related field.
  • Strong understanding of digital signal processing and machine learning algorithms and their implementation, such as short-time and fast-Fourier transforms and encoder-decoder or transformer architectures.
  • Strong programming skills in languages such as Python and PyTorch.
  • Strong communication and interpersonal skills to collaborate with cross-functional teams.
What We Offer:
  • Work in a dynamic team and be part of challenging projects that will allow you to play a leading role in the transformation of the company.
  • An interesting package of social benefits, including luncheon vouchers, health, life, and accident insurance, pension plan, flexible compensation plan, and more.
  • A flexible working environment with hybrid models of face-to-face and telecommuting.
  • Access to a wide range of continuous learning opportunities for you to grow with us.
  • Participate in volunteering programs, social actions, international mobility, and off-site activities.

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