OpenAI Whisper-compatible ASR server using NVIDIA Parakeet TDT 0.6B (ONNX). CPU-only inference
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Updated
Apr 24, 2026 - Go
OpenAI Whisper-compatible ASR server using NVIDIA Parakeet TDT 0.6B (ONNX). CPU-only inference
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This project benchmarks vision (MobileNet, ResNet20) and NLP (DistilBERT) models across server vs. client inference, using backend servers and ONNX-converted local models. It evaluates latency, UX, accuracy, and performance, dedicated to fulfilling the Master’s thesis in AI & ML.
A production-ready framework featuring learnable gates for automated model pruning, achieving 90%+ compression. Supports MobileNetV3, ResNet-18, EfficientNet-B0 with Streamlit dashboard, ONNX export, Docker deployment, and CI/CD. Ideal for AI optimization research and deployment.
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