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235 lines (205 loc) · 8.15 KB
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import 'package:omi/backend/preferences.dart';
import 'package:omi/backend/schema/gen/conversation_wire.g.dart' as wire;
// Phase 4.1 — pure 1:1 thin wrapper: both fields (String lang, String text) match
// GeneratedTranslation exactly with no behavior, so it is a typedef.
// GeneratedTranslation provides fromJson/toJson; the deleted hand-written
// fromJsonList/toGenerated had no callers.
typedef Translation = wire.GeneratedTranslation;
class TranscriptSegment {
String id;
late int idx;
String text;
String? speaker;
late int speakerId;
bool isUser;
String? personId;
double start;
double end;
List<Translation> translations = [];
bool speechProfileProcessed;
String? sttProvider;
TranscriptSegment({
required this.id,
required this.text,
required this.speaker,
required this.isUser,
required this.personId,
required this.start,
required this.end,
required this.translations,
this.speechProfileProcessed = true,
this.sttProvider,
}) {
final parts = speaker?.split('_') ?? [];
speakerId = parts.length > 1 ? (int.tryParse(parts[1]) ?? 0) : 0;
}
@override
String toString() {
return 'TranscriptSegment: {id: $id text: $text, speaker: $speakerId, isUser: $isUser, start: $start, end: $end}';
}
String getTimestampString() {
var start = Duration(seconds: this.start.toInt());
var end = Duration(seconds: this.end.toInt());
return '${start.inHours.toString().padLeft(2, '0')}:${(start.inMinutes % 60).toString().padLeft(2, '0')}:${(start.inSeconds % 60).toString().padLeft(2, '0')} - ${end.inHours.toString().padLeft(2, '0')}:${(end.inMinutes % 60).toString().padLeft(2, '0')}:${(end.inSeconds % 60).toString().padLeft(2, '0')}';
}
// Factory constructor to create a new Message instance from a map
factory TranscriptSegment.fromJson(Map<String, dynamic> json) {
final generated = wire.GeneratedTranscriptSegment.fromJson(json);
return TranscriptSegment.fromGenerated(generated);
}
factory TranscriptSegment.fromGenerated(wire.GeneratedTranscriptSegment generated) {
return TranscriptSegment(
id: generated.id ?? '',
text: generated.text,
speaker: generated.speaker ?? 'SPEAKER_00',
isUser: generated.isUser,
personId: generated.personId,
start: generated.start,
end: generated.end,
translations: generated.translations ?? const [],
speechProfileProcessed: generated.speechProfileProcessed,
sttProvider: generated.sttProvider,
);
}
wire.GeneratedTranscriptSegment toGenerated() {
return wire.GeneratedTranscriptSegment(
id: id,
text: text,
speaker: speaker,
speakerId: speakerId,
isUser: isUser,
personId: personId,
start: start,
end: end,
translations: translations,
speechProfileProcessed: speechProfileProcessed,
sttProvider: sttProvider,
);
}
// Method to convert a Message instance into a map
Map<String, dynamic> toJson() {
return toGenerated().toJson();
}
static List<TranscriptSegment> updateSegments(
List<TranscriptSegment> segments,
List<TranscriptSegment> updateSegments,
) {
if (updateSegments.isEmpty) return [];
if (segments.isEmpty) return updateSegments;
// Replace existing segments with the same ID
Map<String, TranscriptSegment> updateSegmentMap = {};
for (var segment in updateSegments) {
updateSegmentMap[segment.id] = segment;
}
for (int i = 0; i < segments.length; i++) {
String segmentId = segments[i].id;
if (updateSegmentMap.containsKey(segmentId)) {
segments[i] = updateSegmentMap[segmentId]!;
updateSegmentMap.remove(segmentId);
}
}
// remaining
return updateSegments.where((segment) => updateSegmentMap.containsKey(segment.id)).toList();
}
static combineSegments(
List<TranscriptSegment> segments,
List<TranscriptSegment> newSegments, {
int toAddSeconds = 0,
double toRemoveSeconds = 0,
}) {
if (newSegments.isEmpty) return;
for (var segment in newSegments) {
segment.start -= toRemoveSeconds;
segment.end -= toRemoveSeconds;
segment.start += toAddSeconds;
segment.end += toAddSeconds;
}
var joinedSimilarSegments = <TranscriptSegment>[];
for (var newSegment in newSegments) {
// TODO: bad edge case because of using deepgram
// - previous segments before ws2 is switched on the backend, (duration of speech profile) will not be assigned.
bool isNotEmpty = joinedSimilarSegments.isNotEmpty;
bool isSameUser = isNotEmpty && joinedSimilarSegments.last.isUser == newSegment.isUser;
bool isSameSpeaker = isNotEmpty && joinedSimilarSegments.last.speaker == newSegment.speaker;
if (isNotEmpty && isSameSpeaker && isSameUser) {
joinedSimilarSegments.last.text += ' ${newSegment.text}';
joinedSimilarSegments.last.end = newSegment.end;
} else {
joinedSimilarSegments.add(newSegment);
}
}
if (joinedSimilarSegments.isEmpty) return;
bool isNotEmpty = segments.isNotEmpty;
bool isSameUser = isNotEmpty && segments.last.isUser == joinedSimilarSegments[0].isUser;
bool isSameSpeaker = isNotEmpty && segments.last.speaker == joinedSimilarSegments[0].speaker;
bool withinThreshold = isNotEmpty && (joinedSimilarSegments[0].start - segments.last.end < 30);
if (isNotEmpty && isSameSpeaker && isSameUser && withinThreshold) {
segments.last.text += ' ${joinedSimilarSegments[0].text}';
segments.last.end = joinedSimilarSegments[0].end;
joinedSimilarSegments.removeAt(0);
}
segments.addAll(joinedSimilarSegments);
}
static String segmentsAsString(
List<TranscriptSegment> segments, {
bool includeTimestamps = false,
String Function(String speakerId)? speakerLabelBuilder,
}) {
String transcript = '';
var userName = SharedPreferencesUtil().givenName;
var people = SharedPreferencesUtil().cachedPeople;
var peopleMap = {for (var p in people) p.id: p.name};
includeTimestamps = includeTimestamps && TranscriptSegment.canDisplaySeconds(segments);
for (var segment in segments) {
var segmentText = segment.text.trim();
var timestampStr = includeTimestamps ? '[${segment.getTimestampString()}]' : '';
if (segment.isUser) {
transcript += '$timestampStr ${userName.isEmpty ? 'User' : userName}: $segmentText ';
} else {
String speakerName;
if (segment.personId != null && peopleMap.containsKey(segment.personId)) {
speakerName = peopleMap[segment.personId]!;
} else {
var displayId = '${getDisplaySpeakerId(segment.speakerId, segments)}';
speakerName = speakerLabelBuilder != null ? speakerLabelBuilder(displayId) : 'Speaker $displayId';
}
transcript += '$timestampStr $speakerName: $segmentText ';
}
transcript += '\n\n';
}
return transcript.trim();
}
static bool canDisplaySeconds(List<TranscriptSegment> segments) {
for (var i = 0; i < segments.length; i++) {
for (var j = i + 1; j < segments.length; j++) {
if (segments[i].start > segments[j].end || segments[i].end > segments[j].start) {
return false;
}
}
}
return true;
}
/// Gets the display speaker ID (1-indexed) for a segment.
/// Normalizes based on the minimum speaker ID in the conversation.
///
/// Examples:
/// - If conversation has speakers [0, 1, 2] -> displays as [1, 2, 3]
/// - If conversation has speakers [1, 2, 3] -> displays as [1, 2, 3]
/// - If conversation has speakers [5, 6] -> displays as [1, 2]
static int getDisplaySpeakerId(int speakerId, List<TranscriptSegment> segments) {
if (segments.isEmpty) return speakerId + 1;
// Find minimum speaker ID among non-user segments
int? minSpeakerId;
for (var segment in segments) {
if (!segment.isUser) {
if (minSpeakerId == null || segment.speakerId < minSpeakerId) {
minSpeakerId = segment.speakerId;
}
}
}
// If no non-user segments found, default to simple +1
if (minSpeakerId == null) return speakerId + 1;
// Normalize: subtract minimum and add 1 to make it 1-indexed
return speakerId - minSpeakerId + 1;
}
}