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Senior TTS Research Engineer(m/w/x)
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
- English – Business Fluent
Tools & Technologies
- C/C++
- Python
- PyTorch
- TensorFlow
- ONNX Runtime
- TensorRT
- TorchScript
Not a perfect match?
- Cerence Communications Technology (Shanghai) Co., Ltd.Full-timeOn-siteSeniorUlm
- Cerence GmbH
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Senior TTS Research Engineer(m/w/x)
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
- English – Business Fluent
Tools & Technologies
- C/C++
- Python
- PyTorch
- TensorFlow
- ONNX Runtime
- TensorRT
- TorchScript
About the Company
Cerence Inc.
Industry
Automotive
Description
The company is a global leader in creating unique, moving experiences for the automotive world.
Not a perfect match?
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