feat: integrate JV Voice Profile cloning, Voicebox research, and ensure session voice/markdown prompt nudge

bot.py

@@ -379,6 +379,19 @@ def build_tts(args: argparse.Namespace, voice_manager=None):
     if args.voice_rate:
         logger.warning("--voice-rate only applies to --tts apple; ignoring it.")
     voice = (voice_manager.load_saved_voice() if voice_manager else None) or args.voice or "af_heart"
+    
+    if voice in ("custom_pocket", "jv_pocket") or "pocket" in voice or voice.startswith("pocket_custom"):
+        from pocket_tts_service import PocketTTSService
+        logger.info(f"Text to speech: Kyutai Pocket TTS (Voice Clone: {voice})")
+        tts = PocketTTSService(
+            voice=voice,
+            sample_rate=TTS_SAMPLE_RATE,
+            text_filters=[SpokenTextFilter(voice_manager=voice_manager)],
+        )
+        if voice_manager:
+            voice_manager.set_tts_processor(tts)
+        return tts
+
     logger.info(f"Text to speech: Kokoro {voice}")
     tts = KokoroTTSService(
         settings=KokoroTTSService.Settings(voice=voice, language=Language.EN),