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Modeling the impact of cochlear nerve degeneration on speech recognition performance

Fig 5

Confusion matrices for word classification across simulated CND.

Each matrix summarizes predictions for 25 NU-6 words (65% time-compressed, 0.3-s reverberation) presented at 10, 5 or 0 dB SNR. Neurograms were generated with the Zilany et al. auditory model under three neural conditions: normal innervation, high-SR only, and severe neural loss. A-C: NN1 results for the three conditions. D-F: NN2 results from the same conditions. Y-axes show true word labels; X-axes show predicted labels. Accuracy is indicated by concentration of values along the diagonal; overall percent correct appears below each matrix.

Fig 5

doi: https://doi.org/10.1371/journal.pone.0336299.g005