ds-cnn

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worthant / edge-ai-voice-recognition

Edge AI KWS on esp32s3 with DS-CNN model, TFlite Micro, ESP-NN SIMD, MFCC preprocessing

simd voice-recognition wav vad keyword-spotting energy-efficiency voice-assistant voice-activity-detection kws mel-spectrogram mel-frequency-cepstral-coefficients mfcc-features mel-filterbank tflite-micro esp-nn ds-cnn

Updated May 21, 2026
C

joshleh / nano-kws

Star

Edge-deployable keyword spotter: INT8-quantized DS-CNN on Google Speech Commands, exported to ONNX, with fp32 vs INT8 benchmarks, a live mic demo, and a C++ inference harness.

deep-learning cpp pytorch speech-recognition quantization keyword-spotting wake-word-detection onnx speech-commands edge-ai on-device-ml onnxruntime streamlit tinyml post-training-quantization edge-ml int8-quantization audio-ml ds-cnn

Updated May 6, 2026
Python

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