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simple and efficient python implemention of a series of adaptive filters. including time domain adaptive filters(lms、nlms、rls、ap、kalman)、nonlinear adaptive filters(volterra filter、functional link adaptive filters)、frequency domain adaptive filters(frequency domain adaptive filter、frequency domain kalman filter) for acoustic echo cancellation.
Full-duplex audio for ESPHome on ESP32-S3 and ESP32-P4: shared or separate I2S buses, TDM, AEC/AFE and echo-cancelled microphone audio for wake word, Voice Assistant and calls.
Python bindings for WebRTC's audio processing pipeline, bringing noise suppression, echo cancellation, automatic gain control, and voice activity detection to the Python ecosystem via pybind11.