import argparse import random import string import torch from functools import cache from pathlib import Path from phonemizer import phonemize from phonemizer.backend import BACKENDS from tqdm import tqdm try: import pykakasi except Exception as e: pass @cache def _get_graphs(path): with open(path, "r") as f: graphs = f.read() return graphs def romanize( runes, sep="" ): kks = pykakasi.kakasi() result = kks.convert( runes ) return sep.join([ res['hira'] for res in result ]) # to-do: fill out this table # although desu the only thing that might be needed are en-uk/en-gb, es-la, pt-br, and pt-pt def coerce_language( lang ): if lang == "en": lang = "en-us" if lang == "fr": return "fr-fr" return lang cached_backends = {} def _get_backend( language="en-us", backend="espeak", punctuation=True, stress=True, strip=True ): key = f'{language}_{backend}' if key in cached_backends: return cached_backends[key] if backend == 'espeak': phonemizer = BACKENDS[backend]( language, preserve_punctuation=punctuation, with_stress=stress) elif backend == 'espeak-mbrola': phonemizer = BACKENDS[backend]( language ) else: phonemizer = BACKENDS[backend]( language, preserve_punctuation=punctuation ) cached_backends[key] = phonemizer return phonemizer def encode(text: str, language="en-us", backend="auto", punctuation=True, stress=True, strip=True) -> list[str]: language = coerce_language( language ) # Convert to kana because espeak does not like kanji... if language[:2] == "ja" and backend == "auto": text = romanize( text ) if not backend or backend == "auto": backend = "espeak" # if language[:2] != "en" else "festival" backend = _get_backend(language=language, backend=backend, stress=stress, strip=strip, punctuation=punctuation) if backend is not None: tokens = backend.phonemize( [ text ], strip=strip ) else: tokens = phonemize( [ text ], language=language, strip=strip, preserve_punctuation=punctuation, with_stress=stress ) if not len(tokens): raise Exception(f"Failed to phonemize, received empty string: {text}") return tokens[0] # Helper function to debug phonemizer if __name__ == "__main__": parser = argparse.ArgumentParser() parser.add_argument("string", type=str) parser.add_argument("--language", type=str, default="en-us") parser.add_argument("--backend", type=str, default="auto") parser.add_argument("--no-punctuation", action="store_true") parser.add_argument("--no-stress", action="store_true") parser.add_argument("--no-strip", action="store_true") args = parser.parse_args() phonemes = encode( args.string, language=args.language, backend=args.backend, punctuation=not args.no_punctuation, stress=not args.no_stress, strip=not args.no_strip ) print( phonemes )