Machine Learning Engineer

Jay Analytix
Canada
Temps plein

Job Summary

We are seeking a highly skilled and motivated ASR (Automatic Speech Recognition) and TTS (Text-to-Speech) Engineer to join our innovative team.

The successful candidate will be responsible for developing, optimizing, and deploying state-of-the-art ASR and TTS systems, contributing to our cutting-edge speech technology solutions.

This role requires a deep understanding of speech processing, machine learning, and software development.

Responsibility

  • Design, develop, and optimize ASR and TTS models and algorithms.
  • Implement and improve speech recognition and synthesis systems using deep learning frameworks.
  • Collaborate with cross-functional teams to integrate ASR and TTS solutions into various applications and platforms.
  • Conduct research and stay updated on the latest advancements in speech-processing technologies.
  • Evaluate and benchmark the performance of ASR and TTS systems, ensuring high accuracy and efficiency.
  • Troubleshoot and resolve issues related to speech processing systems and improve their robustness.
  • Maintain and enhance existing speech processing models and pipelines.
  • Contribute to the development of documentation, guidelines, and best practices for ASR and TTS systems.

Requirements

  • Bachelor's, Master's, or Ph.D. degree in Computer Science, Electrical Engineering, or a related field with a focus on speech processing or machine learning.
  • Proven experience in developing and deploying ASR and TTS systems.
  • Strong knowledge of machine learning frameworks such as TensorFlow, PyTorch, or similar.
  • Proficiency in Python programming languages.
  • Experience with signal processing, feature extraction, and speech recognition techniques.
  • Familiarity with deep learning architectures, including RNN, CNN, Transformer models, etc.
  • Ability to work effectively in a collaborative and fast-paced environment.
  • Excellent problem-solving skills and attention to detail.
  • Strong written and verbal communication skills.

Nice-to-Haves

  • Experience with large-scale speech data collection and annotation.
  • Knowledge of cloud-based services and tools for ASR and TTS deployment.
  • Publications or contributions to the speech processing research community.
  • Experience with end-to-end speech processing pipelines and real-time processing systems.

Benefits : Will be Discussed further.

Il y a 20 jours
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