Product documentation — installation, licensing, and integration guides.
Assured Signal
Integration

Assured Signal: Integration

Python API

import assured_signal
 
cfg = assured_signal.config_defaults()
cfg.method = "bse_dynamic"  # recommended; also: bse_enhanced, wavelet_bse, vanilla_lp, ...
 
result = assured_signal.denoise(signal, cfg)
# result.denoised — cleaned signal array
# result.snr_gain_db — measured improvement

Key types: AsigConfig, DenoiseResult, Session, METHODS

C API

Include assured_signal.h and link libassuredsignal:

asig_config_t cfg;
asig_config_defaults(&cfg);
asig_result_t res;
asig_denoise(&cfg, signal, n, &res);

Methods

MethodUse case
bse_dynamicRecommended — zero-tuning adaptive denoiser
bse_enhancedEnhanced bounded-influence LP
wavelet_bseWavelet + BSE hybrid
vanilla_lpBaseline Takens LP for comparison