jackwener--opencli/clis/youtube/transcript-group.js

/**
 * Transcript grouping: sentence merging, speaker detection, and chapter support.
 * Ported and simplified from Defuddle's YouTube extractor.
 *
 * Raw segments (2-3 second fragments) are grouped into readable paragraphs:
 * - Sentence boundaries: merge until sentence-ending punctuation (.!?)
 * - Speaker turns: detect ">>" markers from YouTube auto-captions
 * - Chapters: optional chapter headings inserted at appropriate timestamps
 */
// Include CJK sentence-ending punctuation: 。！？ (fullwidth: ．！？)
const SENTENCE_END = /[.!?\u3002\uFF01\uFF1F\uFF0E]["'\u2019\u201D)]*\s*$/;
const QUESTION_END = /[?\uFF1F]["'\u2019\u201D)]*\s*$/;
const TRANSCRIPT_GROUP_GAP_SECONDS = 20;
const TURN_MERGE_MAX_WORDS = 80;
const TURN_MERGE_MAX_SPAN_SECONDS = 45;
const SHORT_UTTERANCE_MAX_WORDS = 3;
const FIRST_GROUP_MERGE_MIN_WORDS = 8;
function countWords(text) {
    return text.split(/\s+/).filter(Boolean).length;
}
/**
 * Group raw transcript segments into readable blocks.
 * If speaker markers (>>) are present, groups by speaker turn.
 * Otherwise, groups by sentence boundaries.
 */
export function groupTranscriptSegments(segments) {
    if (segments.length === 0)
        return [];
    const hasSpeakerMarkers = segments.some(s => /^>>/.test(s.text));
    return hasSpeakerMarkers ? groupBySpeaker(segments) : groupBySentence(segments);
}
/**
 * Format grouped segments + chapters into a final text output.
 */
export function formatGroupedTranscript(segments, chapters = []) {
    const sortedChapters = [...chapters].sort((a, b) => a.start - b.start);
    let chapterIdx = 0;
    const rows = [];
    const textParts = [];
    for (const segment of segments) {
        // Insert chapter headings
        while (chapterIdx < sortedChapters.length && sortedChapters[chapterIdx].start <= segment.start) {
            const title = sortedChapters[chapterIdx].title;
            rows.push({ timestamp: fmtTime(sortedChapters[chapterIdx].start), speaker: '', text: `[Chapter] ${title}` });
            if (textParts.length > 0)
                textParts.push('');
            textParts.push(`### ${title}`);
            textParts.push('');
            chapterIdx++;
        }
        const timestamp = fmtTime(segment.start);
        const speaker = segment.speaker !== undefined ? `Speaker ${segment.speaker + 1}` : '';
        rows.push({ timestamp, speaker, text: segment.text });
        if (segment.speakerChange && textParts.length > 0) {
            textParts.push('');
        }
        textParts.push(`${timestamp} ${segment.text}`);
    }
    return { rows, plainText: textParts.join('\n') };
}
function fmtTime(sec) {
    const h = Math.floor(sec / 3600);
    const m = Math.floor((sec % 3600) / 60);
    const s = Math.floor(sec % 60);
    if (h > 0) {
        return `${h}:${String(m).padStart(2, '0')}:${String(s).padStart(2, '0')}`;
    }
    return `${m}:${String(s).padStart(2, '0')}`;
}
// ── Sentence grouping ─────────────────────────────────────────────────────
// Max time span (seconds) for a single group when no sentence boundaries are found.
// Prevents unbounded merging for languages without punctuation (Chinese, etc.).
const MAX_GROUP_SPAN_SECONDS = 30;
function groupBySentence(segments) {
    const groups = [];
    let buffer = '';
    let bufferStart = 0;
    let lastStart = 0;
    const flush = () => {
        if (buffer.trim()) {
            groups.push({ start: bufferStart, text: buffer.trim(), speakerChange: false });
            buffer = '';
        }
    };
    for (const seg of segments) {
        // Large gap between segments — always flush
        if (buffer && seg.start - lastStart > TRANSCRIPT_GROUP_GAP_SECONDS) {
            flush();
        }
        // Time-based flush: prevent unbounded groups for unpunctuated languages
        if (buffer && seg.start - bufferStart > MAX_GROUP_SPAN_SECONDS) {
            flush();
        }
        if (!buffer)
            bufferStart = seg.start;
        buffer += (buffer ? ' ' : '') + seg.text;
        lastStart = seg.start;
        if (SENTENCE_END.test(seg.text))
            flush();
    }
    flush();
    return groups;
}
// ── Speaker grouping ──────────────────────────────────────────────────────
function groupBySpeaker(segments) {
    const turns = [];
    let currentTurn = null;
    let speakerIndex = -1;
    let prevSegText = '';
    for (const seg of segments) {
        const isSpeakerChange = /^>>/.test(seg.text);
        const cleanText = seg.text.replace(/^>>\s*/, '').replace(/^-\s+/, '');
        const prevEndsWithComma = /,\s*$/.test(prevSegText);
        const prevEndedSentence = (SENTENCE_END.test(prevSegText) || !prevSegText) && !prevEndsWithComma;
        const isRealSpeakerChange = isSpeakerChange && prevEndedSentence;
        if (isRealSpeakerChange) {
            if (currentTurn)
                turns.push(currentTurn);
            speakerIndex = (speakerIndex + 1) % 2;
            currentTurn = {
                start: seg.start,
                segments: [{ start: seg.start, text: cleanText }],
                speakerChange: true,
                speaker: speakerIndex,
            };
        }
        else {
            if (!currentTurn) {
                currentTurn = { start: seg.start, segments: [], speakerChange: false };
            }
            currentTurn.segments.push({ start: seg.start, text: cleanText });
        }
        prevSegText = cleanText;
    }
    if (currentTurn)
        turns.push(currentTurn);
    splitAffirmativeTurns(turns);
    const groups = [];
    for (const turn of turns) {
        const sentenceGroups = turn.speaker === undefined
            ? groupBySentence(turn.segments)
            : mergeSentenceGroupsWithinTurn(groupBySentence(turn.segments));
        for (let i = 0; i < sentenceGroups.length; i++) {
            groups.push({
                ...sentenceGroups[i],
                speakerChange: i === 0 && turn.speakerChange,
                speaker: turn.speaker,
            });
        }
    }
    return groups;
}
function splitAffirmativeTurns(turns) {
    const affirmativePattern = /^(mhm|yeah|yes|yep|right|okay|ok|absolutely|sure|exactly|uh-huh|mm-hmm)[.!,]?\s+/i;
    for (let i = 0; i < turns.length; i++) {
        const turn = turns[i];
        if (turn.speaker === undefined || turn.segments.length === 0)
            continue;
        const firstSeg = turn.segments[0];
        const match = affirmativePattern.exec(firstSeg.text);
        if (!match)
            continue;
        if (/,\s*$/.test(match[0]))
            continue;
        const remainder = firstSeg.text.slice(match[0].length).trim();
        const restSegments = turn.segments.slice(1);
        const restWords = countWords(remainder) + restSegments.reduce((sum, s) => sum + countWords(s.text), 0);
        if (restWords < 30)
            continue;
        const affirmativeText = match[0].trimEnd();
        const newRestSegments = remainder
            ? [{ start: firstSeg.start, text: remainder }, ...restSegments]
            : restSegments;
        turns.splice(i, 1, {
            start: turn.start,
            segments: [{ start: firstSeg.start, text: affirmativeText }],
            speakerChange: turn.speakerChange,
            speaker: turn.speaker,
        }, {
            start: newRestSegments[0].start,
            segments: newRestSegments,
            speakerChange: true,
            speaker: turn.speaker === 0 ? 1 : 0,
        });
        i++;
    }
}
function mergeSentenceGroupsWithinTurn(groups) {
    if (groups.length <= 1)
        return groups;
    const merged = [];
    let current = { ...groups[0] };
    let currentIsFirstInTurn = true;
    for (let i = 1; i < groups.length; i++) {
        const next = groups[i];
        if (shouldMergeSentenceGroups(current, next, currentIsFirstInTurn)) {
            current.text = `${current.text} ${next.text}`;
            continue;
        }
        merged.push(current);
        current = { ...next };
        currentIsFirstInTurn = false;
    }
    merged.push(current);
    return merged;
}
function shouldMergeSentenceGroups(current, next, currentIsFirstInTurn) {
    const currentWords = countWords(current.text);
    const nextWords = countWords(next.text);
    if (isShortStandaloneUtterance(current.text, currentWords)
        || isShortStandaloneUtterance(next.text, nextWords))
        return false;
    if (currentIsFirstInTurn && currentWords < FIRST_GROUP_MERGE_MIN_WORDS)
        return false;
    if (QUESTION_END.test(current.text) || QUESTION_END.test(next.text))
        return false;
    if (currentWords + nextWords > TURN_MERGE_MAX_WORDS)
        return false;
    if (next.start - current.start > TURN_MERGE_MAX_SPAN_SECONDS)
        return false;
    return true;
}
function isShortStandaloneUtterance(text, words) {
    const w = words ?? countWords(text);
    return w > 0 && w <= SHORT_UTTERANCE_MAX_WORDS && SENTENCE_END.test(text);
}