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In these experiments, the NN sets were trained using the utterances from one position and then were used to dereverberate the utterances from all positions (including the position used for training).
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We evaluated the speech decoding setups using the utterance error rate (UER), which is the percentage of utterances where the 1-Best decoding result deviates from the transcription.
We used the utterance units provided by each database, which may contain one or more phrases.
An HMM model is then built upon each GMM using the same utterances as described in Section 2.3.
Figure 4 shows an example using the same utterance as in Figures 2 and 3. Since the entire lattice is much too large to include, only the part of the first word "DONG1" is drawn.
We also performed speech recognition experiments using the recorded explanation utterances.
By using the same number of utterances (40 pairs of utterances) in the experiments using real reverberant data, we could reach 75.4% and 71.6% of ERR relative to the baseline by using '5s.40u' (5 speakers) and '1s.40u' (1 speaker).
The adaptation is performed using all the utterances of a given acoustic condition (full batch mode 1 following the procedure described in [22].
Two median length tapes, at each time point, for each doctor were analysed utterance-by-utterance using the Medical Interaction Process System (MIPS) (Ford et al, 2000).
Here, we introduce a relative SVM supervector reconstruction defined using the similarity between the utterance SVM supervectors.
Instead, he uses the dumb utterances of the masses as a springboard for his own imaginative and cheekily subversive comedy.
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