yl4579/PL-BERT

Phoneme-Level BERT for Enhanced Prosody of Text-to-Speech with Grapheme Predictions

48
/ 100
Emerging

Implements a phoneme-level ALBERT encoder trained with dual pretext tasks—masked phoneme prediction and grapheme-to-phoneme correspondence—enabling efficient prosodic feature extraction for downstream TTS models. The architecture operates on phoneme sequences rather than word-level inputs, eliminating inefficiencies when integrated into phoneme-based synthesis pipelines like StyleTTS. Pre-trained checkpoints target English Wikipedia data and plug directly into existing TTS frameworks via a linear projection layer that bridges hidden dimension mismatches.

268 stars. No commits in the last 6 months.

Stale 6m No Package No Dependents
Maintenance 0 / 25
Adoption 10 / 25
Maturity 16 / 25
Community 22 / 25

How are scores calculated?

Stars

268

Forks

57

Language

Python

License

MIT

Last pushed

Jan 13, 2025

Commits (30d)

0

Get this data via API

curl "https://pt-edge.onrender.com/api/v1/quality/voice-ai/yl4579/PL-BERT"

Open to everyone — 100 requests/day, no key needed. Get a free key for 1,000/day.