corrector.py 6.0 KB

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  1. # -*- coding: utf-8 -*-
  2. """
  3. STT-Korrektur-Service.
  4. Mehrstufiger Post-Processor fuer STT-Ausgaben. Registriert sich mit
  5. HIGH-Prioritaet auf speech_recognized und korrigiert den Text in-place,
  6. bevor das NLP-Plugin (NORMAL-Prioritaet) ihn verarbeitet.
  7. """
  8. from trixy_core.service.iservice import IService
  9. from trixy_core.service.enums import ServicePriority, ServiceGroup
  10. from trixy_core.events.decorators import TrixyEvent
  11. from trixy_core.events.enums import EventPriority
  12. from trixy_core.events.event_data.basic import SpeechRecognized
  13. from trixy_core.stt.layers.base import CorrectionLayer
  14. from trixy_core.utils.debug import pinfo, pdebug, pwarn
  15. class STTCorrectorService(IService):
  16. """
  17. Service fuer STT-Nachkorrektur.
  18. Wendet konfigurierbare Korrektur-Schichten sequenziell auf
  19. erkannten Text an, bevor er vom NLP-Plugin verarbeitet wird.
  20. """
  21. PRIORITY = ServicePriority.OPTIONAL
  22. GROUP = ServiceGroup.CONVERSATION
  23. DEPENDENCIES: list[str] = []
  24. NAME = "STTCorrectorService"
  25. def __init__(self, application) -> None:
  26. super().__init__(application)
  27. self._active_layers: list[CorrectionLayer] = []
  28. self._custom_aliases: dict[str, str] = {}
  29. self._enabled: bool = False
  30. async def start(self) -> None:
  31. """Startet den STT-Korrektur-Service."""
  32. pinfo("Starte STTCorrectorService...")
  33. # Konfiguration lesen
  34. config = self._get_config()
  35. if config is None:
  36. pwarn("[STT-Korrektur] Keine Konfiguration gefunden")
  37. return
  38. if not config.enabled:
  39. pinfo("[STT-Korrektur] Deaktiviert per Konfiguration")
  40. return
  41. self._enabled = True
  42. self._custom_aliases = {k.lower(): v for k, v in config.custom_aliases.items()}
  43. # Config als dict fuer Layer-Initialisierung
  44. config_dict = {
  45. "symspell_max_edit_distance": config.symspell_max_edit_distance,
  46. "symspell_dictionary_path": config.symspell_dictionary_path,
  47. "kenlm_model_path": config.kenlm_model_path,
  48. "jamspell_model_path": config.jamspell_model_path,
  49. "hunspell_dict_path": config.hunspell_dict_path,
  50. "languagetool_language": config.languagetool_language,
  51. }
  52. # Layers in konfigurierter Reihenfolge initialisieren
  53. from trixy_core.stt.layers import LAYER_REGISTRY
  54. for layer_name in config.layers:
  55. layer_class = LAYER_REGISTRY.get(layer_name)
  56. if layer_class is None:
  57. pwarn(f"[STT-Korrektur] Unbekannte Schicht: '{layer_name}'")
  58. continue
  59. layer = layer_class()
  60. if not layer.is_available():
  61. pinfo(f"[STT-Korrektur] Schicht '{layer_name}' nicht verfuegbar (Library fehlt)")
  62. continue
  63. if layer.initialize(config_dict, config.language, config.protected_words):
  64. self._active_layers.append(layer)
  65. pinfo(f"[STT-Korrektur] Schicht '{layer_name}' aktiviert")
  66. else:
  67. pinfo(f"[STT-Korrektur] Schicht '{layer_name}' konnte nicht initialisiert werden")
  68. if self._active_layers:
  69. layer_names = [l.NAME for l in self._active_layers]
  70. pinfo(f"[STT-Korrektur] Gestartet mit Schichten: {layer_names}")
  71. elif self._custom_aliases:
  72. pinfo(f"[STT-Korrektur] Gestartet nur mit Alias-Korrektur ({len(self._custom_aliases)} Aliases)")
  73. else:
  74. pinfo("[STT-Korrektur] Keine Schichten verfuegbar, nur Passthrough")
  75. async def stop(self) -> None:
  76. """Stoppt den STT-Korrektur-Service."""
  77. for layer in self._active_layers:
  78. try:
  79. layer.shutdown()
  80. except Exception as e:
  81. pdebug(f"[STT-Korrektur] Fehler beim Shutdown von '{layer.NAME}': {e}")
  82. self._active_layers.clear()
  83. self._custom_aliases.clear()
  84. self._enabled = False
  85. pinfo("STTCorrectorService gestoppt")
  86. @TrixyEvent(["speech_recognized"], priority=EventPriority.HIGH)
  87. async def on_speech_recognized(self, event_name: str, event_data: SpeechRecognized) -> None:
  88. """Korrigiert STT-Text bevor das NLP-Plugin ihn verarbeitet."""
  89. if not self._enabled:
  90. return
  91. # Keyboard-Input nicht korrigieren
  92. if getattr(event_data, "source", "") == "keyboard":
  93. return
  94. text = event_data.text
  95. if not text or not text.strip():
  96. return
  97. corrected = text
  98. # 1. Custom-Aliases anwenden (einfache Wort-Ersetzung)
  99. corrected = self._apply_aliases(corrected)
  100. # 2. Korrektur-Schichten durchlaufen
  101. for layer in self._active_layers:
  102. try:
  103. corrected = layer.correct(corrected)
  104. except Exception as e:
  105. pdebug(f"[STT-Korrektur] Fehler in Schicht '{layer.NAME}': {e}")
  106. # In-place Modifikation des EventData-Objekts
  107. if corrected != text:
  108. pinfo(f"[STT-Korrektur] '{text}' → '{corrected}'")
  109. event_data.text = corrected
  110. def _apply_aliases(self, text: str) -> str:
  111. """Wendet benutzerdefinierte Wort-Aliases an."""
  112. if not self._custom_aliases:
  113. return text
  114. words = text.split()
  115. changed = False
  116. for i, word in enumerate(words):
  117. replacement = self._custom_aliases.get(word.lower())
  118. if replacement:
  119. words[i] = replacement
  120. changed = True
  121. if changed:
  122. result = " ".join(words)
  123. pdebug(f"[STT-Korrektur] Alias: '{text}' → '{result}'")
  124. return result
  125. return text
  126. def _get_config(self):
  127. """Liest die STT-Korrektur-Konfiguration aus der Anwendung."""
  128. app = self._application
  129. # Standalone-Modus
  130. if hasattr(app, "standalone_config"):
  131. return app.standalone_config.stt_correction
  132. # Server-Modus
  133. if hasattr(app, "server_config"):
  134. return app.server_config.stt_correction
  135. return None