Noise Robust Linear Prediction

1. What is noise robust?
2. What is Linear Prediction Cepstral Coefficients?

What is noise robust?

Noise-robust speech recognition systems require large amounts of training data including noisy speech data and corresponding transcripts to achieve state-of-the-art performances in face of various practical environments. However, such plenty of in-domain data is not always available in the real-life world.

What is Linear Prediction Cepstral Coefficients?

Linear prediction cepstral coefficients (LPCC) are cepstral coefficients derived from LPC calculated spectral envelope [11]. LPCC are the coefficients of the Fourier transform illustration of the logarithmic magnitude spectrum [30, 31] of LPC.