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. 2022 Jul 27;7:863126. doi: 10.3389/frma.2022.863126

Table 21.

The number of 25 most frequent terms up to 2020 overall, with number of occurrences and existences, frequency and presence, in comparison with 2015 (terms marked in green are those which progressed in frequency).

Rank Term Variants of all sorts #Occurrences Frequency #Existences Presence Occurrences/
existences
Previous
Rank
Delta
Ranking
1 Dataset Data-set, data-sets, datasets 240,691 0.00758 24,288 0.28969 9.91 11 10
2 Annotation Annotations 187,175 0.00589 19,942 0.23786 9.39 4 2
3 SR ASR, ASRs, Automatic Speech Recognition, Speech Recognition, automatic speech recognition, speech recognition 179,579 0.00566 25,916 0.30911 6.93 2 −1
4 LM LMs, Language Model, Language Models, language model, language models 164,944 0.00519 19,139 0.22828 8.62 3 −1
5 HMM HMMs, Hidden Markov Model, Hidden Markov Models, Hidden Markov model, Hidden Markov models, hidden Markov Model, hidden Markov Models, hidden Markov model, hidden Markov models 155,335 0.00489 17,131 0.20433 9.07 1 −4
6 Embedding Embeddings 145,844 0.00459 11,804 0.14079 12.36 29 23
7 Classifier Classifiers 143,885 0.00453 18,540 0.22114 7.76 6 −1
8 POS POSs, Part Of Speech, Part of Speech, Part-Of-Speech, Part-of-Speech, Parts Of Speech, Parts of Speech, Pos, part of speech, part-of-speech, parts of speech, parts-of-speech 135,022 0.00425 18,946 0.22598 7.13 5 −3
9 NP NPs, noun phrase, noun phrases 111,726 0.00352 12,139 0.14479 9.20 7 −2
10 Parser parsers 107,678 0.00339 12,071 0.14398 8.92 8 −2
11 Neural network ANN, ANNs, Artificial Neural Network, Artificial Neural Networks, NN, NNs, Neural Network, Neural Networks, NeuralNet, NeuralNets, neural net, neural nets, neural networks 97,039 0.00306 18,724 0.22333 5.18 17 6
12 Metric Metrics 95,056 0.00299 20,451 0.24393 4.65 18 6
13 Segmentation Segmentations 94,888 0.00299 14,033 0.16738 6.76 9 −4
14 SNR SNRs, Signal Noise Ratio, Signal Noise Ratios, signal noise ratio, signal noise ratios 90,820 0.00286 8,517 0.10159 10.66 10 −4
15 MT MTs, Machine Translation, Machine Translations, machine translation, machine translations 88,790 0.0028 13,603 0.16225 6.53 15 0
16 Parsing Parsings 75,189 0.00237 12,551 0.1497 5.99 13 −3
17 DNN DNNs, Deep Neural Network, Deep Neural Networks, deep neural network, deep neural networks 74,921 0.00236 5,740 0.06846 13.05 63 46
18 GMM GMMs, Gaussian Mixture Model, Gaussian Mixture Models, Gaussian mixture model, Gaussian mixture models 74,820 0.00236 8,203 0.09784 9.12 14 −4
19 ngram n-gram, n-grams, ngrams 73,159 0.0023 11,285 0.1346 6.48 21 2
20 Semantic 70,186 0.00221 16,697 0.19915 4.20 12 −8
21 Decoder Decoders 69,385 0.00219 10,274 0.12254 6.75 71 50
22 WER WERs, Wer, word error rate, word error rates 69,297 0.00218 8,547 0.10194 8.11 20 −2
23 LSTM 68,445 0.00216 7,090 0.08457 9.65 145 122
24 SVM SVMs, Support Vector Machine, Support Vector Machines, support vector machine, support vector machines 67,610 0.00213 9,005 0.10741 7.51 19 −5
25 Iteration Iterations 65,686 0.00207 15,372 0.18335 4.27 16 −9