Feb 3, 2018 · Train formants of the reverberant speech signals using Gaussian Mixture Model (GMM), and verify the efficiency via 10-fold cross validation, and ...
Experiments prove formants can be used as an index for reverberation level recognition with satisfactory efficiency, and the efficiency is verified via ...
Reverberation Level Recognition by Formants Based on 10-Fold Cross Validation of GMM ... reverberation level recognition based on linear prediction. Commun ...
... reverberation detection algorithms were run using 10-fold cross-validation for each parameter set separately. Results were compared to the original results ...
Missing: GMM. | Show results with:GMM.
We propose a method for assessing the reverberation level in speech that makes it possible to determine in real-time whether a speech signal is reverberant or ...
Formants can reflect the resonance feature of the vocal tract, which form the spectral components of speech signal, and are closely related to speech ...
Reverberation Level Recognition by Formants Based on 10-Fold Cross Validation of GMM · Signal-driven sound processing for uncontrolled environments · Context- ...
Reverberation Level Recognition by Formants Based on 10-Fold Cross Validation of GMM. ... Reverberation Level Recognition Based on Linear Prediction. IFTC ...
Mar 30, 2022 · A ten-fold cross- validation between the ANN-based rankings ... The following investigation presents therefore a 5-fold cross validation.