Sr. Principal TTS Researcher(m/w/x)

Anforderungen

• 8+ years of hands-on experience in TTS system development
• Proficiency in C/C++ and Python
• Strong background in NLP techniques or speech signal processing
• Experience with linguistic tools and phonetic knowledge
• Familiarity with transformer-based language models for prosody prediction
• Deep understanding of autoregressive and non-autoregressive acoustic models
• Experience optimizing models via quantization, pruning, or knowledge distillation
• Knowledge of speech codecs and real-time streaming protocols
• Production experience with ONNX Runtime, TensorRT, or TorchScript
• Experience with zero-shot, one-shot, or few-shot voice cloning
• Skilled GPU/TPU cluster and grid user
• Fluent English
• Track record of publications in INTERSPEECH, ICASSP, or NeurIPS
• Track working experience in world-level TTS or AI company
• Proven ability to lead cross-functional groups
• Basic knowledge of information security and data privacy requirements
• Demonstrative knowledge of information security through training programs

Aufgaben

• Develop TTS systems with frontend and backend components
• Utilize C/C++ and Python for system development
• Implement ML frameworks like PyTorch and TensorFlow
• Apply NLP techniques and speech signal processing
• Use linguistic tools such as Festival
• Leverage phonetic knowledge for TTS applications
• Employ transformer-based models for prosody prediction
• Optimize models through quantization and pruning
• Utilize speech codecs like Opus and MELP
• Implement real-time streaming protocols
• Work with ONNX Runtime, TensorRT, or TorchScript
• Develop zero-shot, one-shot, or few-shot voice cloning systems
• Create emotional TTS systems
• Manage GPU/TPU clusters and grids
• Publish research in INTERSPEECH, ICASSP, or NeurIPS
• Lead cross-functional teams to deliver TTS solutions

Berufserfahrung

AusbildungWeitere Informationen zur Ausbildungsanforderung

Sprachen

Tools & Technologien