CNNs generalize better than dense networks on noisy user labels for VoIP audio impairment classification, with larger datasets needed in proportion to noise level.
The speech signal perceived by the huma n is degraded due to various environmental noises, bad room acoustics and distortions introduced in the communication systems
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
cs.SD 1years
2019 1verdicts
UNVERDICTED 1representative citing papers
citing papers explorer
-
Supervised Classifiers for Audio Impairments with Noisy Labels
CNNs generalize better than dense networks on noisy user labels for VoIP audio impairment classification, with larger datasets needed in proportion to noise level.