Sentence examples for using an auditory model from inspiring English sources

Fig. 5 Block diagram for the proposed approach for onset detection using an auditory model.

For our approach using an auditory model, they are computed on each of the 41 channels, thus, we obtain 41 × 21 = 861 features for each tone.

Envelope modulation spectrogram (EMS) features are extracted using an auditory model which decomposes the envelopes of the outputs of a bank of gammatone filters into one lowpass and multiple bandpass components.

The present study used an auditory model proposed by Moore et al10 to study how changes in the acoustic spectrum may relate to changes in perceptual ratings of breathiness.

Because we aimed to test the plausibility of echo based classification and not to compare it to exact behavior or to maximize it, we preferred not to use an auditory model such as a Gamma-tone filter bank.

For pitch estimation, also, a few approaches using an auditory model or at least some of its components—have been introduced.

The results are not as good as those using an auditory filterbank.

Additionally, we use the YIN algorithm [26] and its extension pYIN [27], which do not employ an auditory model, for comparison reasons in our experiments.

The auditory model-based approaches are tested in a comprehensive study and compared to state-of-the-art methods, which usually do not employ an auditory model.

We can conclude that pitch estimation and instrument recognition are solved well by using the output of an auditory model.

As there exist only very few approaches for music recognition tasks using a comprehensive auditory model, in this study, new methods are proposed.