add greenfield design spec for Vorleser rebuild
Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
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docs/superpowers/specs/2026-03-13-vorleser-greenfield-design.md
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docs/superpowers/specs/2026-03-13-vorleser-greenfield-design.md
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# Vorleser Greenfield Design
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**Date:** 2026-03-13
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**Status:** Draft
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## Overview
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Vorleser is a macOS + iOS app that turns EPUB and plain text files into spoken audio using on-device AI text-to-speech. The user imports a book, sees the text, taps any word to start listening from that position, and the app remembers where they left off.
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Quality is the top priority — if the voice isn't pleasant to listen to, nothing else matters.
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## Technical Stack
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- **TTS model:** Kokoro-82M v1.0 via MLX Swift
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- **Phonemization:** MisakiSwift (pure Swift port of Kokoro's official G2P library, misaki)
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- **Runtime:** MLX Swift (Apple's ML framework, dynamic shapes, no CoreML bucket pain)
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- **Platforms:** iOS + macOS from day one
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- **Persistence:** SwiftData
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- **EPUB parsing:** ZIPFoundation + SwiftSoup
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- **Project generation:** XcodeGen
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No GPL dependencies. No C libraries. Pure Swift throughout.
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**App size note:** Kokoro-82M weights are ~330MB. This is bundled in the app for v1. If App Store review flags the size, on-demand resources or a first-launch download can be added later without architectural changes.
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## Architecture
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### Package Structure
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```
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Vorleser/
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├── VorleserKit/ # Swift Package — the core library
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│ ├── Sources/
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│ │ ├── VorleserKit/ # Public API, orchestration, shared types (CharacterOffset, SentenceSegmenter)
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│ │ ├── BookParser/ # EPUB + plain text parsing
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│ │ ├── Synthesizer/ # Kokoro MLX + MisakiSwift integration
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│ │ ├── AudioEngine/ # Playback, buffering, position tracking
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│ │ └── Storage/ # SwiftData models, reading state
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│ ├── Tests/
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│ └── Package.swift
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├── Vorleser-iOS/ # Thin iOS app shell
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├── Vorleser-macOS/ # Thin macOS app shell
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└── project.yml # XcodeGen
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```
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VorleserKit is the product. The app shells are SwiftUI wrappers. The library is testable and drivable without UI:
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```swift
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let kit = VorleserKit()
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let book = try kit.open(file: "1984.epub")
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let session = try await kit.play(book: book, from: .character(15030))
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```
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### Dependencies (all via SPM)
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- **MisakiSwift** — text → phonemes
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- **mlx-swift** — Kokoro inference
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- **ZIPFoundation** — EPUB extraction
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- **SwiftSoup** — HTML → text
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## Module Design
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### Shared Types (VorleserKit module)
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Types used across multiple modules live in the top-level VorleserKit module.
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```swift
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/// A position in a book, measured in characters from the start.
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public typealias CharacterOffset = Int
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```
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### BookParser
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Turns files into a uniform in-memory representation.
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**Supported formats:**
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- **EPUB** — unzip → parse OPF spine → extract XHTML chapters → SwiftSoup to plain text
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- **Plain text** — split on double newlines into chapters, or treat as single chapter
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**Core types:**
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```swift
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public struct Book {
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let id: UUID
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let title: String
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let author: String?
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let chapters: [Chapter]
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/// Computed lazily on first access. Sentence segmentation is separate from parsing —
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/// parsing extracts chapter text, segmentation splits it for playback and navigation.
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lazy var sentences: [Sentence]
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func sentenceContaining(offset: CharacterOffset) -> Int // sentence index
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func chapterAndLocalOffset(for offset: CharacterOffset) -> (Int, Int)
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}
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public struct Chapter {
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let index: Int
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let title: String
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let text: String // plain text, whitespace-normalized
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}
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```
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**Character addressing:** Every character has a global offset across all chapters. `Book` provides mapping between global character offset ↔ (chapter index, local offset). A single integer identifies any position in the book.
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**Parsing is eager** — the entire book is parsed on open. EPUBs are typically <1MB of text, so this is fast and avoids lazy loading complexity.
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**Re-parsing:** Books are re-parsed from their source file each time they are opened. The parsed `Book` is an in-memory struct, not cached. Since parsing is fast (<100ms for typical EPUBs), this avoids stale-cache issues and keeps Storage simple.
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**Error handling:** Malformed EPUBs (missing spine, DRM-encrypted content) cause `BookParser` to throw a descriptive error — the import fails and the user sees the reason. Individual chapters with unparseable XHTML are included with empty text and a title indicating the parse failure, so the book structure is preserved even if some chapters are broken.
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### Sentence Segmentation
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Sentence splitting is a shared concern used by AudioEngine (to resolve character offsets and navigate sentences) and the UI (to highlight the active sentence). It lives in the top-level VorleserKit module alongside shared types.
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```swift
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public struct SentenceSegmenter {
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/// Splits text into sentences with their character ranges.
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static func segment(_ text: String) -> [Sentence]
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}
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public struct Sentence {
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let text: String
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let range: Range<CharacterOffset> // character range within the source text
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}
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```
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**Implementation:** Uses Foundation's `NLTokenizer` with `.sentence` unit. This handles abbreviations ("Dr.", "U.S.A."), decimal numbers, and other edge cases via Apple's linguistic models. No custom parsing.
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### Synthesizer
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Wraps MisakiSwift + Kokoro MLX into a single interface. Accepts a single sentence and returns its audio.
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**Pipeline:**
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```
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sentence text → MisakiSwift (G2P) → phonemes → Kokoro MLX → PCM audio (24kHz float32)
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```
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**Core interface:**
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```swift
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public class Synthesizer {
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init(voice: VoicePack) async throws
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func synthesize(text: String) async throws -> [Float] // PCM samples at 24kHz
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}
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```
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The caller (AudioEngine) is responsible for sentence segmentation. Synthesizer receives sentence-length text and returns raw `[Float]` PCM at 24kHz. AudioEngine wraps this into `AVAudioPCMBuffer` for playback.
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**No internal chunking.** The Synthesizer trusts that it receives sentence-length input. If the input happens to be longer than one sentence, the model will still process it — quality may degrade for very long inputs, but there is no internal splitting or crossfade logic. Keeping this simple avoids duplicating the sentence segmentation that AudioEngine already performs.
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**Voice packs:** Curated set of 2-3 voices shipped as bundled resources.
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```swift
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public struct VoicePack {
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let name: String // e.g. "af_bella"
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let language: String // e.g. "en-us"
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// Loaded from bundle at runtime
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static func bundled() -> [VoicePack]
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}
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```
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**Model loading:** Kokoro weights + MisakiSwift dictionaries are bundled in the app. No download step.
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**Error handling:** If `init` fails (model cannot be loaded, out of memory on smaller devices), it throws with a descriptive error surfaced to the user. If `synthesize` fails for a specific sentence (MisakiSwift cannot phonemize the text, e.g. non-Latin scripts, mathematical notation), it throws — AudioEngine catches this, skips the sentence, and advances to the next one. The user sees a brief indication that a sentence was skipped.
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### AudioEngine
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Manages playback, buffering, and position tracking.
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**Core interface:**
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```swift
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public class AudioEngine {
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func play(book: Book, from: CharacterOffset, using: Synthesizer) async throws
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func pause()
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func resume()
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func stop()
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func skipForward() // jump to next sentence
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func skipBackward() // jump to previous sentence
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var currentPosition: CharacterOffset { get } // observable
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var state: PlaybackState { get } // .idle, .synthesizing, .playing, .paused
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}
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```
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**Playback flow:**
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AudioEngine uses the book's sentence index to iterate through sentences. Each sentence's text is passed to `Synthesizer.synthesize(text:)`.
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1. Resolve character offset to the enclosing sentence (via `Book`'s sentence index)
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2. Synthesize that sentence → PCM audio
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3. Play via `AVAudioEngine`
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4. While playing, synthesize the next sentence (one-ahead buffer)
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5. When current finishes, advance position, start next
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6. Update `currentPosition` as each sentence starts playing
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The one-ahead buffer is the only prefetching in v1. Deep pipeline streaming (multi-sentence lookahead, concurrent synthesis) is a later optimization.
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**skipForward/skipBackward:** Navigate the book's sentence index. Skip forward stops current playback and begins synthesis+playback of the next sentence. Skip backward does the same for the previous sentence.
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**Position tracking:** Sentence-level granularity. `currentPosition` updates to the start of the currently playing sentence. This is sufficient for the tap-to-resume use case — tapping a word snaps to the enclosing sentence anyway. Sub-sentence tracking (per-word timestamps) is not planned for v1.
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**Error handling:**
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- If `AVAudioEngine` fails to start (another app has exclusive audio, hardware unavailable): throw on `play()`, surface error to user.
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- If synthesis of the next sentence fails mid-playback: skip the failed sentence, advance to the one after. Log the failure.
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- Audio route changes (Bluetooth disconnect): `AVAudioEngine` handles this automatically — playback continues on the new default route.
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- iOS interruptions (phone call, Siri): playback pauses and stays paused — the user resumes manually. This is the standard iOS audiobook/podcast behavior.
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**Platform notes:**
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- iOS: `AVAudioSession` playback category, background audio mode, interruption handling as described above.
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- macOS: `AVAudioEngine` directly, no session management needed.
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### Storage
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Persists library and reading state via SwiftData.
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```swift
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@Model class StoredBook {
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var bookID: UUID
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var title: String
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var author: String?
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var sourceFileName: String // filename of the copy in app documents
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var dateAdded: Date
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var lastPosition: Int // global character offset
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var lastRead: Date?
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var voiceName: String? // selected voice, nil = default
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}
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```
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**File storage:** Imported files are copied into the app's documents directory. `sourceFileName` references the copy, not the original.
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**Duplicate imports:** Importing the same file again creates a new copy and a new `StoredBook`. No deduplication — the user may want to track position separately for a re-read. The file list makes duplicates visible.
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**Missing files:** If the copied source file is missing when the user opens a book (e.g. deleted via Files app), the app shows an error and offers to re-import or remove the entry.
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**Reading position:** Updated on pause, stop, or app backgrounding. Just an integer.
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**Book deletion:** Removing a book deletes the `StoredBook` record and its copied file from app documents.
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**No iCloud sync in v1.** Schema supports it later.
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## App Shells
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Thin SwiftUI layers over VorleserKit.
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### Views
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- **LibraryView** — book list sorted by last read. Import button for EPUB/TXT. Swipe to delete. Tap → ReaderView.
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- **ReaderView** — scrollable text. Tap a word → play from there. Active sentence highlighting. Chapter navigation.
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- **PlaybackControls** — play/pause, skip sentence forward/back. Bottom of ReaderView.
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- **SettingsView** — voice selection with preview.
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### Platform Differences
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| | iOS | macOS |
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| File import | `.fileImporter` sheet | `.fileImporter` or drag-and-drop |
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| Layout | Single column, tab navigation | Sidebar (library) + detail (reader) |
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| Text interaction | Tap word | Click word |
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| Audio session | AVAudioSession config | Not needed |
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### Tap-to-Play Interaction
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1. User taps a word in the text
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2. View resolves tap to character offset using a platform text view (`UITextView` on iOS, `NSTextView` on macOS) wrapped in SwiftUI. These views natively support hit-testing to character index via `closestPosition(to:)` / `characterIndex(for:)`. The text view is styled to look like a reading view (no editing, no cursor).
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3. Calls `audioEngine.play(book:from:using:)` with that offset
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4. Engine snaps to enclosing sentence boundary (via the book's sentence index), begins synthesis + playback
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5. View observes `currentPosition` and uses the book's sentence index to highlight the active sentence via attributed string ranges
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## What's Explicitly Out of Scope (v1)
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- Deep pipeline streaming (multi-sentence lookahead beyond one-ahead buffer)
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- iCloud sync
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- Playback speed control
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- PDF support
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- More than 2-3 curated voices
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- Localized UI (English only, though architecture supports it)
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- Background downloads or model updates
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- Per-word position tracking / word-level highlighting
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- Caching parsed book text (re-parse on each open)
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- Latency optimization (acceptable to wait for synthesis before first audio plays)
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