Senior Research Engineer - Voice

Added
1 hour ago
Type
Full time
Salary
Salary not provided

Related skills

pytorch llms speech synthesis diffusion models generative modeling
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πŸ“‹ Description

  • Develop streaming and speech-to-speech systems for low-latency voice synthesis.
  • Adapt models for conditioning inputs (emotion, speed, prosody, speaker control).
  • Implement post-training optimizations (quantization, pruning, distillation) for real-time speech.
  • Test novel architectures (neural codecs, diffusion, flow-matching) for realism.
  • Define metrics for conversational speech, incl. latency-aware MOS.
  • Apply DPO and distillation to fine-tune large-scale speech models.

🎯 Requirements

  • Strong understanding of generative modeling for sequential or multimodal data.
  • Experience with LLMs or transformer architectures.
  • Proficiency in PyTorch, with distributed training and optimization.
  • Time-series modeling and tokenization for audio or speech.
  • Prototype quickly, test hypotheses, iterate efficiently.
  • End-to-end DL model training from data prep to evaluation.
  • Software engineering skills enabling contributions to large research infra.
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