Sentence examples for model adaptation method from inspiring English sources

In this section, the proposed model interpolation method is compared to the model adaptation method.

We proposed a new environmental model adaptation method for robust speech recognition.

We propose a new model adaptation method based on the histogram equalization technique for providing robustness in noisy environments.

We propose a two-step model adaptation method consisting of feature normalization and semi-supervised learning adaptation.

We have shown that by using a model adaptation method in the training phase, the average EER of the LLR system was reduced to 6.5%, a relative reduction of 27% compared with our SVM systems.

A well-known environmental model adaptation method is the parallel model combination technique [7], which combines both clean speech and noise models in the spectral domain to obtain noisy speech models.

In addition to speech enhancement and feature robustness techniques, MLLR [33], MAP [34] and PC-PMC model adaptation methods can be applied optionally on acoustic models to adapt the acoustic model parameters to speaker variations and environmental noises.

The article "Quality of Service (QoS) Regulation in Secure Body Area Networks: System Modeling and Adaptation Methods" by Fr.

In the MLLR-based model adaptation, we adopted the unsupervised adaptation method where the acoustic mean models were incrementally adapted with each test utterance.

From our experiments, it is shown that the proposed SNEP-based speaker adaptation method can sparsely adapt the SI model (only about 9%% of the total number of parameters) with no loss of phone recognition performance against MAP adaptation.

According to the characteristics of parametric machinery design (PMD), i.e., less data and many parameters, this paper employs weighted mean (WM) as a basic model, and presents a new CBR adaptation method for PMD by integrating with problem solution (PS) relational information.