Sentence examples for Hard alignment from inspiring English sources

A small baseline DNN having 5 hidden layers with 512 hidden units was sequentially trained with log-mel filterbank inputs and targets derived from a hard alignment.

Table 1 WER for 6 ×2048 network with soft targets from cross-entropy-trained teacher with fMLLR inputs Input features Targets Data Hub5'00-SWB RT03S-FSH FMLLR Hard alignment 110 h transcribed 16.9%20.1%1 % FBANK Hard alignment 110 h transcribed 19.9%25.1%1 % FBANK FMLLR-XEnt outputs 110 h untranscribed 19.5%24.2%2 % FBANK FMLLR-XEnt outputs 300 h untranscribed 18.4%22.7%7 %.

When CD state posterior probabilities for training are determined using a hard alignment of the reference transcription, (2) simplifies to the familiar form of negative log likelihood because (hat {P}(s_{t}|mathbf {x}(n))=1) for target state s t and is zero for all other states at frame n.

Frame-discriminative cross-entropy minimization with hard alignments from the GMM-HMM SAT baseline gives WERs of 19.9 and 25.1 % on Hub5'00-SWB and RT03S-FSH, respectively, for the SI DNN baseline.

It's hard to shake alignment in this context, because the window for alignment-attrition is so small.

Technology giants must adopt a more strategic approach towards compliance, rather than attempting to manage each often conflicting new rule or regulation as it surfaces, or they may find it increasingly hard to maintain alignment between what they want to do from a strategic perspective and what they end up having to do on a day-to-day basis.

Most companies still hire, promote, reward and train with a focus on specific knowledge, hard skills and alignment between competencies and job responsibilities.

If anything else seems hard, check your alignment.

The exhibition labels avoid hard-and-fast alignment of peoples, places and styles.

The case is even harder for flexible alignment since only two methods, FlexProt [ 11], and FATCAT [ 12] report flexible alignments.

To get an overview of the differences in the running times between hard and easy alignments, we sorted the instances by their running times in increasing order.