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MPhil in Machine Learning and Machine Intelligence

 

Aims

The aim of this module is to teach students techniques used in advanced automatic speech recognition (ASR) systems with a focus on end-to-end (E2E) trainable models, large foundation models and the use of other large models that can be integrated into ASR systems. 

Objectives:

On completion of this module, students should:

  • understand techniques used in state-of-the-art speech recognition systems 
  • understand the relationship between E2E systems and classical ASR systems
  • understand the use of large pre-trained models in ASR systems.