Phases 2-6: detection, visual timeline, backend hand-off, voiceprints
Phase 2 (call detection): CallDetector using CoreAudio per-process mic attribution (anarlog technique) — robust start+stop for Zoom/Teams/Signal/Meet, ignoring our own recording; auto-record toggle. Built; pending live multi-app confirmation by the user. Phase 3 (visual timeline foundation): AppAdapter protocol + SpeakerObservation, TimelineBuilder (hysteresis/overlap/self-merge/aliases), VisualTimeline (schema 1.1), TextRecognizer (Vision OCR), FrameSampler + GridCallAnalyzer (name OCR + saturated-highlight active-speaker attribution), SignalAdapter, VisualObserver (window capture; frames released, never saved; minimized->visual_gap, idle != gap). Synthetic-frame tested; adapter geometry pending real Signal fixtures + live VisualObserver validation. Phase 5 (backend hand-off): SparkControlClient (multipart label-merge, sequential, TLS-skip, 503 Retry-After/413), SessionPackager (chunk plan + WAV slice + timeline slice/rebase), TranscriptAssembler + SpeakersFile, TranscriptPipeline. Validated END-TO-END against the live backend (chunk -> label-merge -> speakers.json). Phase 6 (voiceprints): VoiceprintStore (known_voiceprints, persist named fingerprints, skip Unknown). Wired: 'Send to backend' button + transcript status, auto-send toggle (default off) + self-name setting. All adversarial-review findings fixed. App + XCTest suite build; tests pass.
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import Foundation
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/// `visual_timeline.json` (schema 1.1) — the app's primary visual output. Times
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/// are seconds relative to session t0. Segments may overlap (crosstalk).
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struct VisualTimeline: Codable {
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var schemaVersion = "1.1"
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let sessionId: String
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let app: String
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let adapterVersion: String
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let t0Unix: Double
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let durationSec: Double
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let fpsSampled: Int
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let selfName: String?
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let participants: [Participant]
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let segments: [Segment]
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let visualGaps: [Gap]
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struct Participant: Codable {
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let name: String
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let isSelf: Bool?
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let aliases: [String]?
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enum CodingKeys: String, CodingKey {
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case name
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case isSelf = "is_self"
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case aliases
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}
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}
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struct Segment: Codable, Equatable {
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let start: Double
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let end: Double
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let name: String
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let confidence: Double
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let source: String // vision | accessibility | fused | mic_vad
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}
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struct Gap: Codable, Equatable {
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let start: Double
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let end: Double
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let reason: String // minimized | tab_switched
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}
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enum CodingKeys: String, CodingKey {
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case schemaVersion = "schema_version"
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case sessionId = "session_id"
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case app
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case adapterVersion = "adapter_version"
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case t0Unix = "t0_unix"
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case durationSec = "duration_sec"
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case fpsSampled = "fps_sampled"
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case selfName = "self_name"
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case participants
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case segments
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case visualGaps = "visual_gaps"
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}
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/// Write the rich `visual_timeline.json`.
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func write(to url: URL) throws {
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let encoder = JSONEncoder()
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encoder.outputFormatting = [.prettyPrinted, .sortedKeys]
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try encoder.encode(self).write(to: url)
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}
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/// The flat array `label-merge` wants: `[{start,end,name,confidence}]`,
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/// dropping `source`. Slice/rebase to chunk-local seconds happens in Phase 5.
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func flatTimelineData() throws -> Data {
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let flat = segments.map { seg -> [String: Any] in
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["start": seg.start, "end": seg.end, "name": seg.name, "confidence": seg.confidence]
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}
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return try JSONSerialization.data(withJSONObject: flat, options: [])
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}
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}
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