Three-Year Thesis Project in the field of AI: Implementation of an AI system for reliable transcripts of technical seminars (Speech-to-Text + Refinement)

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Genoa, Rome
Competence Center & Engineering

Orizzonte Sistemi Navali proposes a three-year thesis project aimed at generating and optimizing transcripts obtained from videos of technical/training seminars recorded on the Teams platform. The objective is to obtain accurate, readable and consistent texts with technical terminology, so as to enhance and make the company's information assets more usable through indexing and consultation.

Activities and Responsibilities

The resource will deal with the following activities:

· Test and compare different Speech-to-Text systems on a set of business videos

· Definition of a pipeline: audio extraction →transcription → post-processing → validation

· Quality assessment with metrics and error analysis (reliability, terminology consistency, readability)

· Production of guidelines and best practices to make the process replicable

Requirements

  • Three-year degree in progress (Computer Engineering/Mathematics/AI/Data Science or related)
  • Basic knowledge of Python
  • Interest in NLP/Speech Recognition and experimentation on AI models
  • Familiarity with Transformer models and libraries
  • Experience (even basic) with STT tools (e.g. Whisper or equivalent)
  • Interest in AI applications in the field of knowledge management (indexing, tagging, summarization)

Specific skills

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