EmbeddingGemma 2: an open, lightweight multimodal embedding model
deepmind.google·6d ago
AI Engineering
Lobsters·Aug 30·5 min read
Automating immersive reading
TL;DR
Storyteller has developed an advanced alignment algorithm that automatically synchronizes audiobooks with ebooks, enhancing immersive reading experiences. This technology allows readers to follow along as text is highlighted in real-time with narration.
✦ Why It Matters
Explore Storyteller's alignment algorithm to enhance your ebook reading experience with synchronized audio.
Key Takeaways
- Utilize Storyteller's forced alignment for seamless ebook-audiobook integration.
- Implement CTC and Viterbi for improved speech recognition tasks.
- Explore n-grams for robust text matching in noisy data.
- Leverage audio synchronization to enhance user reading experiences.
How It Works
The forced alignment algorithm uses CTC emissions from audio to generate character probabilities, which are then decoded to find text matches. By employing RANSAC'd n-grams, it identifies where chapters start and end in the audio, allowing for efficient alignment using the Viterbi algorithm.