Performance estimation of noisy speech recognition considering recognition task complexity

@inproceedings{Yamada2010PerformanceEO,
  title={Performance estimation of noisy speech recognition considering recognition task complexity},
  author={Takeshi Yamada and Tomohiro Nakajima and Nobuhiko Kitawaki and Shoji Makino},
  booktitle={INTERSPEECH},
  year={2010}
}
To ensure a satisfactory QoE (Quality of Experience) and facilitate system design in speech recognition services, it is essential to establish a method that can be used to efficiently investigate recognition performance in different noise environments. Previously, we proposed a performance estimation method using a spectral distortion measure. However, there is the problem that recognition task complexity affects the relationship between the recognition performance and the distortion value. To… CONTINUE READING

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