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103 changes: 64 additions & 39 deletions src/lib/Util/adapters/amazon-transcribe/index.js
Original file line number Diff line number Diff line change
Expand Up @@ -13,7 +13,7 @@ import generateEntitiesRanges from '../generate-entities-ranges/index.js';
* or eg word ={ text:'helo', ... }
*/

const getBestAlternativeForWord = (word) => {
export const getBestAlternativeForWord = (word) => {
const alternatives = word.alternatives;
//return alternatives.reduce();
if (/punctuation/.test(word.type)) {
Expand All @@ -28,64 +28,89 @@ const getBestAlternativeForWord = (word) => {

/**
Normalizes words so they can be used in
the generic amazonTranscribeToDraft() method
the generic generateEntitiesRanges() method
**/

const normalizedWord = (currentWord, previousWord) => {
const normalizeWord = (currentWord, previousWord) => {
const bestAlternative = getBestAlternativeForWord(currentWord);

return {
start: /punctuation/.test(currentWord.type) ? (parseFloat(previousWord.end_time) + 0.05).toFixed(2) : parseFloat(currentWord.start_time),
end: /punctuation/.test(currentWord.type) ? (parseFloat(previousWord.start_time) + 0.06).toFixed(2) : parseFloat(currentWord.end_time),
start: parseFloat(currentWord.start_time),
end: parseFloat(currentWord.end_time),
text: bestAlternative.content,
confidence: parseFloat(bestAlternative.confidence)
};
};

export const appendPunctuationToPreviousWord = (punctuation, previousWord) => {
const punctuationContent = punctuation.alternatives[0].content
return {
...previousWord,
alternatives: previousWord.alternatives.map(w => ({
...w,
content: w.content + stripLeadingSpace(punctuationContent)
}))
}
}

export const mapPunctuationItemsToWords = (words) => {
const itemsToRemove = [];
const dirtyArray = words.map((word, index) => {
let previousWord = {};
if (word.type === 'punctuation') {
itemsToRemove.push(index-1);
previousWord = words[index - 1];
return appendPunctuationToPreviousWord(word, previousWord)
}
else {
return word;
}
})
return dirtyArray.filter((item, index) => {
return !itemsToRemove.includes(index);
})
}

export const stripLeadingSpace = (word) => {
return word.replace(/^\s/, '');
}

/**
* groups words list from kaldi transcript based on punctuation.
* groups words list from amazon transcribe transcript based on punctuation.
* @todo To be more accurate, should introduce an honorifics library to do the splitting of the words.
* @param {array} words - array of words opbjects from kaldi transcript
*/

const groupWordsInParagraphs = (words) => {
const results = [];
let paragraph = {
words: [],
text: []
};
words.forEach((word, index) => {
// if word type is punctuation
const content = word.alternatives[0].content;
let previousWord = {};
if (word.type === 'punctuation' && /[.?!]/.test(content)) {
previousWord = words[index - 1]; //assuming here the very first word is never punctuation
paragraph.words.push(normalizedWord(word, previousWord));
paragraph.text.push(content);
results.push(paragraph);
// reset paragraph
paragraph = {
words: [],
text: []
};
} else if (word.type === 'punctuation' && /[,?!]/.test(content)) {
previousWord = words[index - 1]; //assuming here the very first word is never punctuation
paragraph.words.push(normalizedWord(word, previousWord));
paragraph.text.push(content);
} else {
paragraph.words.push(normalizedWord(word, previousWord));
paragraph.text.push(content);
}
});
const groupWordsInParagraphs = (words) => {
const results = [];
let paragraph = {
words: [],
text: []
};
words.forEach((word, index) => {
const content = getBestAlternativeForWord(word).content;
const normalizedWord = normalizeWord(word);
let previousWord = {};
if (/[.?!]/.test(content)) {
paragraph.words.push(normalizedWord);
paragraph.text.push(content);
results.push(paragraph);
// reset paragraph
paragraph = { words: [], text: [] };
} else {
paragraph.words.push(normalizedWord);
paragraph.text.push(content);
}
});

return results;
};
return results;
};

const amazonTranscribeToDraft = (amazonTranscribeJson) => {
const results = [];
const tmpWords = amazonTranscribeJson.results.items;

const wordsByParagraphs = groupWordsInParagraphs(tmpWords);
const wordsWithRemappedPunctuation = mapPunctuationItemsToWords(tmpWords);
const wordsByParagraphs = groupWordsInParagraphs(wordsWithRemappedPunctuation);
wordsByParagraphs.forEach((paragraph, i) => {
const draftJsContentBlockParagraph = {
text: paragraph.text.join(' '),
Expand Down
132 changes: 129 additions & 3 deletions src/lib/Util/adapters/amazon-transcribe/index.test.js
Original file line number Diff line number Diff line change
@@ -1,14 +1,140 @@
import amazonTranscribeToDraft from './index';
import amazonTranscribeToDraft, {
mapPunctuationItemsToWords,
stripLeadingSpace,
appendPunctuationToPreviousWord,
getBestAlternativeForWord
} from './index';
import amazonTranscribeTedTalkTranscript from './sample/amazonTranscribe.sample.json';
import draftTranscriptSample from './sample/amazonTranscribe.sample.js';

describe('amazonTranscribeToDraft', () => {
describe.skip('amazonTranscribeToDraft', () => {
const result = amazonTranscribeToDraft(amazonTranscribeTedTalkTranscript);
it('Should be defined', ( ) => {
it('Should be defined', () => {
expect(result).toBeDefined();
});

it('Should be equal to expected value', () => {
expect(result).toEqual(draftTranscriptSample);
});
});

describe('punctuation line item should be added to previous word and return a new array without that item', () => {
const startWords = [{
"start_time": "18.72",
"end_time": "19.16",
"alternatives": [{
"confidence": "0.9993",
"content": "upside"
}],
"type": "pronunciation"
},
{
"start_time": "19.16",
"end_time": "19.55",
"alternatives": [{
"confidence": "1.0000",
"content": "down"
}],
"type": "pronunciation"
},
{
"alternatives": [{
"confidence": null,
"content": "."
}],
"type": "punctuation"
}
];

const expected = [{
"start_time": "18.72",
"end_time": "19.16",
"alternatives": [{
"confidence": "0.9993",
"content": "upside"
}],
"type": "pronunciation"
},
{
"start_time": "19.16",
"end_time": "19.55",
"alternatives": [{
"confidence": "1.0000",
"content": "down."
}],
"type": "pronunciation"
}
];

const result = mapPunctuationItemsToWords(startWords);
it('should be equal to expected value', () => {
expect(result).toEqual(expected);
})
})

describe('Best alternative for word should be returned', () => {
const startWord = {
"start_time": "18.72",
"end_time": "19.16",
"alternatives": [{
"confidence": "0.9993",
"content": "upside"
},
{
"confidence": "0.88",
"content": "topside"
}
],
"type": "pronunciation"
};
const expected = {
"confidence": "0.9993",
"content": "upside"
};
it('Should be equal to expected value', () => {

const result = getBestAlternativeForWord(startWord);
expect(result).toEqual(expected);
});
});

describe('Leading space should be removed from punctuation item', () => {
const startWord = ' , ';
const expected = ', ';
it('should be equal to expected value', () => {
const result = stripLeadingSpace(startWord);
expect(result).toEqual(expected);
})
});

describe('a word item and punctuation item should be merged', () => {
const startWord = {
"start_time": "19.16",
"end_time": "19.55",
"alternatives": [{
"confidence": "1.0000",
"content": "down"
}],
"type": "pronunciation"
};
const startPunctuation = {
"alternatives": [{
"confidence": null,
"content": " . "
}],
"type": "punctuation"
};
const expected = {
"start_time": "19.16",
"end_time": "19.55",
"alternatives": [{
"confidence": "1.0000",
"content": "down. "
}],
"type": "pronunciation"
};
it('should be equal to expected value', () => {
const result = appendPunctuationToPreviousWord(startPunctuation, startWord);
expect(result).toEqual(expected);
})
});