By G Bandini; OECD Nuclear Energy Agency. Committee on the Safety of Nuclear Installations.; et al
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Flow Diagram for In-Vehicle Environmental Sniffing We identified the following primary noise conditions of interest: (N1- idle noise consisting of the engine running with no movement and windows closed, N2- city driving without traffic and windows closed, N3- city driving with traffic and windows closed, N4- highway driving with windows closed, N5-highway driving with windows 2 inches open, N6- highway driving with windows half-way down, N7- windows 2 inches open in city traffic, NXothers), which are considered as long term acoustic environmental conditions.
The training set includes 60 speakers balanced by age and gender, whereas the test set employs 50 speakers which again are age and gender-balanced. The word error rates (WER) and relative improvements of PMVDR with respect to MFCC are summarized in Table 2-2. The optimal settings for this task were found to be M = 24 and (close to the Bark scale). 1% reduction in error rate using PMVDR features is a strong indicator of the robustness of these features in realistic noisy environments. We tested these features on a number of other tasks including clean, telephone and stressed speech and consistently obtain better results than that for MFCCs.
Pellom‚ W. Ward‚ and R. Cole: “CU-Move”: Analysis & Corpus Development for Interactive In-Vehicle Speech Systems‚ Proc. of the 7th European Conference on Speech Communication and Technology (EUROSPEECH2001)‚ pp. 2023--2026‚ Sep. 2001‚ Aalborg. [9] P. A. Heeman‚ D. Cole‚ and A. S. SpeechDat-Car Data Collection‚ Proceedings of the Seventh European Conference on Speech Communication and Technology (EUROSPEECH2001)‚ pp. 2031--2034‚ Sep. 2001‚ Aalborg. 209—216(2003). [12] Itsuki Kishida‚ Yuki Irie‚ Yukiko Yamaguchi‚ Shigeki Matsubara‚ Nobuo Kawaguchi and Yasuyoshi Inagaki: Construction of an Advanced In-Car Spoken Dialogue Corpus and its Characteristic Analysis‚ in Proc.