Centific
Speech Research Intern-2
Remote Work( USA) · Intern · Internship
Sponsorship not specifiedDetected 31 days ago
PythonFastAPIgRPCMachine LearningPyTorchNLPLLMsRAGA/B TestingLogisticsResearchMentoring
About the role
- About Centific Centific is a frontier AI data foundry that curates diverse, high-quality data, using our purpose-built technology platforms to empower the Magnificent Seven and our enterprise clients with safe, scalable AI deployment.
- Our team includes more than 150 PhDs and data scientists, along with more than 4,000 AI practitioners and engineers.
Responsibilities
- Create a data recipe that blends conversational speech with instruction‑following corpora; run targeted ablations and report findings.
- Build an evaluation harness that covers ASR/ST/SLU and speech QA, including streaming metrics (latency, stability, endpointing).
- Ship a minimal demo with streaming inference and logging; document setup, metrics, and reliability checks.
- Author a crisp internal write‑up: goals, design choices, results, and next steps for productionization.
Requirements
- familiarity with torchaudio or librosa.
- Working knowledge of modern sequence models (Transformers or SSMs) and training best practices.
Nice to have
- Background in multilingual or code‑switching speech and domain adaptation.
- Hands‑on work evaluating safety, bias, hallucination, or spoofing risks in speech systems.
- Distributed training/serving (FSDP/DeepSpeed), and experience with ESPnet, SpeechBrain, or NVIDIA NeMo.
- PyTorch, CUDA, torchaudio/librosa
- experiment tracking (e.g., Weights & Biases).
- LLM backbones with lightweight adapters
- neural audio codecs and vocoders as needed.
- FastAPI/gRPC for services
Skills
- PyTorch, CUDA, torchaudio/librosa; experiment tracking (e.g., Weights & Biases).
- LLM backbones with lightweight adapters; neural audio codecs and vocoders as needed.
- FastAPI/gRPC for services; ONNX/TensorRT and quantization for efficient inference.
- Duration:
- About Centific
- Our zero-distance innovation™ solutions for GenAI can reduce GenAI costs by up to 80% and bring solutions to market 50% faster.
Benefits
- Competitive stipend and hands-on projects with measurable real-world impact.
- Flexible location and schedule options, subject to team needs.
Visa & Work Authorization
- pplicants will receive consideration for employment without regard to race, color, religion, national origin, ancestry, citizenship status, age, mental or physical disability, medical condition, sex (including pregnancy)
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