TPO 27- Q4)1Explain how the example from the lecture illustrates the concept of swarm intelligence.

Attributes: Values AverageValues Percentages(Values/AverageValues)% => Comments

Performance on vocabulary words:
No of characters: 652.0 592.248995984 110% => OK
No of words: 192.0 155.574297189 123% => OK
Chars per words: 3.39583333333 3.80514564318 89% => OK
Fourth root words length: 3.72241943641 3.525876923 106% => OK
Word Length SD: 1.46826972053 1.79077849142 82% => OK
Unique words: 100.0 93.7148594378 107% => OK
Unique words percentage: 0.520833333333 0.604071249207 86% => More unique words wanted or less content wanted.
Syllable count: 205.2 185.844578313 110% => OK
Avg_syllables_per_word: 1.1 1.19417670683 92% => OK

Performance on coherence:
Topic speech coherence ratio: 0.00928674304612 0.0650381309087 14% => It may have issues on recording quality or the content is not so closely related to content.

Acoustic performance on paragraphs:
How many acoustic paragraphs: 1.0 4.35341365462 23% => Need more acoustic paragraphs.
Average paragraph length: 207.0 68.503853103 302% => The average paragraph length is high.
STD paragraph length: 0.0 21.3332995233 0% => OK
Average paragraph duration: 61.21 25.9943957902 235% => Need to control the rhythm of the speech
STD paragraph duration: 0.0 7.84667146824 0% => The duration of acoustic paragraphs keeps same.

Acoustic performance on sentences:
How many acoustic sentences: 44.0 42.0642570281 105% => OK
Average acoustic sentence length: 4.36363636364 4.02192344571 108% => OK
STD acoustic sentence length: 4.26982493302 3.1217529195 137% => OK
Average acoustic sentences duration: 1.29954545455 1.45093177766 90% => OK
STD acoustic sentences duration: 1.12120664413 0.99851816184 112% => OK

Acoustic performance on acoustic silence:(An acoustic silence means a little pause between two or more words)
How many acoustic silence: 45.0 39.0421686747 115% => It means the content is not pronounced smoothly or it is pronounced slowly. It is word by word.
Total acoustic silence duration: 3.71 7.12997991968 52% => OK
Average acoustic silence duration: 0.0824444444444 0.185688545393 44% => Maybe the speech rate is too fast.
STD acoustic silence duration: 0.0760162425788 0.155154303396 49% => OK

Acoustic performance on acoustic words:
Total word duration: 50.73 47.1480722892 108% => OK
Average word duration: 0.26421875 0.305395592593 87% => OK
STD word duration: 0.126571019518 0.189427763521 67% => OK

Disfluencies: like hesitations, or 'ehn' or taking a long time to pronounce a word:
How many disfluencies: 2.0 7.94979919679 25% => Good job, the lower, the better.
Total_disfluencies_duration: 1.5 6.2937751004 24% => Good job. The lower, the better.
Total acoustic noise duration: 1.07 3.39508032129 32% => OK

Acoustic rates:
Total speech duration: 61.21 59.7592369478 102% => Need to finish the speech on time.
Compare to expected duration: 1.02016666667 0.995987282463 102% => OK
Rate of silence: 0.735173991178 0.656000678711 112% => OK
Rate of speech: 3.13674236236 2.60215298798 121% => OK
Rate of speech by unique words: 1.6337199804 1.56821927147 104% => OK
Rate of word duration by unique words: 1.97122018529 1.99336655568 99% => OK
Average articulation rates: 0.32058759375 0.317803793328 101% => OK

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It may have duplicated content. Need to use the words more efficiently.

Rates: 66.6666666667 out of 100
Scores by speech e-grader: 20.0 Out of 30
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Note: the speech e-grader does NOT examine the meaning of words and ideas.