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CECerence Inc.

Senior TTS Research Engineer(m/w/x)

Ulm
Full-timeOn-siteSenior
AI/ML
Data Science

Optimizing TTS neural network algorithms for 30+ languages, designing emb SDK for multi-platform cloud APIs. 3+ years hands-on speech synthesis system development and ML frameworks mastery required. Driving core algorithm development for global automotive experiences.

Requirements

  • 3+ years of hands-on experience in TTS system development
  • Proficiency in C/C++ and Python
  • Mastery of ML frameworks (PyTorch, TensorFlow, etc)
  • Background in NLP techniques and/or speech signal processing
  • Basic understanding of autoregressive/non-autoregressive acoustic models
  • Rich experience on software release and version control
  • Experience with ONNX Runtime, TensorRT, or TorchScript
  • Experience with zero-shot/one-shot/few-shot voice cloning
  • Fluent English, especially written
  • Basic knowledge of information security and data privacy requirements

Tasks

  • Optimize core neural network algorithms for faster inference and generation
  • Integrate various TTS components into a flexible pipeline for 30+ languages
  • Implement markups to optimize the TTS engine for different languages and applications
  • Design, implement, and maintain the emb SDK for multiple platforms and cloud APIs
  • Establish automation testing and release processes to meet KPIs like latency and RTF
  • Maintain code developed by research and development engineers
  • Write well-structured release notes, SDK, and API documentation

Work Experience

  • 3 years

Education

  • Master's degree

Languages

  • EnglishBusiness Fluent

Tools & Technologies

  • C/C++
  • Python
  • PyTorch
  • TensorFlow
  • ONNX Runtime
  • TensorRT
  • TorchScript
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