fix: enforce preset profile engine compatibility

app/src/components/Generation/EngineModelSelector.tsx

@@ -57,7 +57,7 @@ function getSelectValue(engine: string, modelSize?: string): string {
   return engine;
 }
 
-function handleEngineChange(form: UseFormReturn<GenerationFormValues>, value: string) {
+export function applyEngineSelection(form: UseFormReturn<GenerationFormValues>, value: string) {
   if (value.startsWith('qwen_custom_voice:')) {
     const [, modelSize] = value.split(':');
     form.setValue('engine', 'qwen_custom_voice');
@@ -123,7 +123,7 @@ export function EngineModelSelector({ form, compact, selectedProfile }: EngineMo
 
   useEffect(() => {
     if (!currentEngineAvailable && availableOptions.length > 0) {
-      handleEngineChange(form, availableOptions[0].value);
+      applyEngineSelection(form, availableOptions[0].value);
     }
   }, [availableOptions, currentEngineAvailable, form]);
 
@@ -133,7 +133,7 @@ export function EngineModelSelector({ form, compact, selectedProfile }: EngineMo
     : undefined;
 
   return (
-    <Select value={selectValue} onValueChange={(v) => handleEngineChange(form, v)}>
+    <Select value={selectValue} onValueChange={(v) => applyEngineSelection(form, v)}>
       <FormControl>
         <SelectTrigger className={triggerClass}>
           <SelectValue />

app/src/components/Generation/GenerationForm.tsx

@@ -1,3 +1,4 @@
+import { useEffect } from 'react';
 import { Loader2, Mic } from 'lucide-react';
 import { Button } from '@/components/ui/button';
 import { Card, CardContent, CardHeader, CardTitle } from '@/components/ui/card';
@@ -19,19 +20,41 @@ import {
   SelectValue,
 } from '@/components/ui/select';
 import { Textarea } from '@/components/ui/textarea';
-import { getLanguageOptionsForEngine } from '@/lib/constants/languages';
+import { getLanguageOptionsForEngine, type LanguageCode } from '@/lib/constants/languages';
 import { useGenerationForm } from '@/lib/hooks/useGenerationForm';
 import { useProfile } from '@/lib/hooks/useProfiles';
 import { useUIStore } from '@/stores/uiStore';
-import { EngineModelSelector, getEngineDescription } from './EngineModelSelector';
+import { EngineModelSelector, applyEngineSelection, getEngineDescription } from './EngineModelSelector';
 import { ParalinguisticInput } from './ParalinguisticInput';
 
+function getEngineSelectValue(engine: string): string {
+  if (engine === 'qwen') return 'qwen:1.7B';
+  if (engine === 'qwen_custom_voice') return 'qwen_custom_voice:1.7B';
+  if (engine === 'tada') return 'tada:1B';
+  return engine;
+}
+
 export function GenerationForm() {
   const selectedProfileId = useUIStore((state) => state.selectedProfileId);
   const { data: selectedProfile } = useProfile(selectedProfileId || '');
 
   const { form, handleSubmit, isPending } = useGenerationForm();
 
+  useEffect(() => {
+    if (!selectedProfile) {
+      return;
+    }
+
+    if (selectedProfile.language) {
+      form.setValue('language', selectedProfile.language as LanguageCode);
+    }
+
+    const preferredEngine = selectedProfile.default_engine || selectedProfile.preset_engine;
+    if (preferredEngine) {
+      applyEngineSelection(form, getEngineSelectValue(preferredEngine));
+    }
+  }, [form, selectedProfile]);
+
   async function onSubmit(data: Parameters<typeof handleSubmit>[0]) {
     await handleSubmit(data, selectedProfileId);
   }

app/src/components/VoiceProfiles/ProfileForm.tsx

@@ -375,6 +375,15 @@ export function ProfileForm() {
     }
   }, [availableDefaultEngines, defaultEngine]);
 
+  useEffect(() => {
+    if (!selectedPresetVoiceId) {
+      return;
+    }
+
+    if (!presetVoices.some((voice: PresetVoice) => voice.voice_id === selectedPresetVoiceId)) {
+      setSelectedPresetVoiceId('');
+    }
+  }, [presetVoices, selectedPresetVoiceId]);
   async function handleTranscribe() {
     const file = form.getValues('sampleFile');
     if (!file) {

app/src/lib/api/client.ts

@@ -102,12 +102,6 @@ class ApiClient {
     return this.request<{ engine: string; voices: PresetVoice[] }>(`/profiles/presets/${engine}`);
   }
 
-  async seedPresetProfiles(
-    engine: string,
-  ): Promise<{ engine: string; created: number; total_available: number }> {
-    return this.request(`/profiles/presets/${engine}/seed`, { method: 'POST' });
-  }
-
   async updateProfile(profileId: string, data: VoiceProfileCreate): Promise<VoiceProfileResponse> {
     return this.request<VoiceProfileResponse>(`/profiles/${profileId}`, {
       method: 'PUT',

backend/database/migrations.py

@@ -194,6 +194,8 @@ def _resolve_relative_paths(engine, tables: set[str]) -> None:
     configured data directory. If the path starts with "data/", strip that
     prefix and prepend get_data_dir(). Otherwise, join the relative path
     directly under get_data_dir().
+    directly under get_data_dir(). If the rebased path still does not exist,
+    fall back to resolving relative to CWD.
     """
     from pathlib import Path
 
@@ -222,16 +224,13 @@ def _resolve_relative_paths(engine, tables: set[str]) -> None:
                 p = Path(path_val)
                 if p.is_absolute():
                     continue
-
-                # Try rebasing: "data/generations/abc.wav" → data_dir / "generations/abc.wav"
                 parts = p.parts
                 if parts and parts[0] == "data":
-                    rebased = data_dir / Path(*parts[1:])
+                    rebased = (data_dir / Path(*parts[1:])).resolve()
                 else:
-                    rebased = data_dir / p
-
-                resolved = rebased.resolve()
+                    rebased = (data_dir / p).resolve()
 
+                resolved = rebased if rebased.exists() else p.resolve()
                 if resolved.exists():
                     conn.execute(
                         text(f"UPDATE {table} SET {column} = :path WHERE id = :id"),

backend/requirements.txt

@@ -42,7 +42,7 @@ torchaudio
 
 # Kokoro TTS (lightweight 82M-param engine)
 kokoro>=0.9.4
-misaki[en]>=0.9.4
+misaki[en,ja,zh]>=0.9.4
 # spacy model for misaki English G2P — must be pre-installed or misaki
 # tries spacy.cli.download() at runtime which crashes frozen builds
 en_core_web_sm @ https://github.com/explosion/spacy-models/releases/download/en_core_web_sm-3.8.0/en_core_web_sm-3.8.0-py3-none-any.whl

backend/routes/generations.py

@@ -20,6 +20,10 @@ from ..utils.tasks import get_task_manager
 router = APIRouter()
 
 
+def _resolve_generation_engine(data: models.GenerationRequest, profile) -> str:
+    return data.engine or getattr(profile, "default_engine", None) or getattr(profile, "preset_engine", None) or "qwen"
+
+
 @router.post("/generate", response_model=models.GenerationResponse)
 async def generate_speech(
     data: models.GenerationRequest,
@@ -35,7 +39,12 @@ async def generate_speech(
 
     from ..backends import engine_has_model_sizes
 
-    engine = data.engine or "qwen"
+    engine = _resolve_generation_engine(data, profile)
+    try:
+        profiles.validate_profile_engine(profile, engine)
+    except ValueError as e:
+        raise HTTPException(status_code=400, detail=str(e))
+
     model_size = (data.model_size or "1.7B") if engine_has_model_sizes(engine) else None
 
     generation = await history.create_generation(
@@ -230,15 +239,11 @@ async def stream_speech(
     if not profile:
         raise HTTPException(status_code=404, detail="Profile not found")
 
-    # Mirror the regular /generate endpoint behavior more closely:
-    # if the caller doesn't specify an engine, prefer the profile's default
-    # engine (or preset engine) before falling back to qwen.
-    engine = (
-        data.engine
-        or getattr(profile, "default_engine", None)
-        or getattr(profile, "preset_engine", None)
-        or "qwen"
-    )
+    engine = _resolve_generation_engine(data, profile)
+    try:
+        profiles.validate_profile_engine(profile, engine)
+    except ValueError as e:
+        raise HTTPException(status_code=400, detail=str(e))
     tts_model = get_tts_backend_for_engine(engine)
     model_size = data.model_size or "1.7B"
 

backend/routes/profiles.py

@@ -4,8 +4,6 @@ import io
 import json as _json
 import logging
 import tempfile
-import uuid
-from datetime import datetime
 from pathlib import Path
 
 from fastapi import APIRouter, Depends, File, Form, HTTPException, UploadFile
@@ -107,125 +105,6 @@ async def list_preset_voices(engine: str):
         }
     return {"engine": engine, "voices": []}
 
-
-@router.post("/profiles/presets/{engine}/seed")
-async def seed_preset_profiles_route(
-    engine: str,
-    db: Session = Depends(get_db),
-):
-    """Seed preset voice profiles for an engine.
-
-    Creates profiles for all available preset voices that don't already exist.
-    Returns the count of newly created profiles.
-    """
-    if engine == "kokoro":
-        return _seed_kokoro_presets(db)
-    if engine == "qwen_custom_voice":
-        return _seed_qwen_custom_voice_presets(db)
-    raise HTTPException(status_code=400, detail=f"No presets available for engine: {engine}")
-
-
-def _seed_kokoro_presets(db: Session):
-    """Seed Kokoro preset profiles."""
-    try:
-        from ..backends.kokoro_backend import KOKORO_VOICES
-
-        created = 0
-        for voice_id, display_name, gender, lang in KOKORO_VOICES:
-            profile_name = display_name
-
-            # Disambiguate duplicate display names across languages
-            # (e.g. "Alpha" exists in Hindi and Japanese, "Dora" in Spanish and Portuguese)
-            dupes = [v for v in KOKORO_VOICES if v[1] == display_name]
-            if len(dupes) > 1:
-                lang_labels = {"en": "English", "es": "Spanish", "fr": "French", "hi": "Hindi",
-                               "it": "Italian", "pt": "Portuguese", "ja": "Japanese", "zh": "Chinese"}
-                profile_name = f"{display_name} {lang_labels.get(lang, lang)}"
-
-            # Skip if preset already exists
-            existing = (
-                db.query(DBVoiceProfile)
-                .filter_by(preset_engine="kokoro", preset_voice_id=voice_id)
-                .first()
-            )
-            if existing:
-                continue
-
-            unique_name = profile_name
-            suffix = 2
-            while db.query(DBVoiceProfile).filter_by(name=unique_name).first():
-                unique_name = f"{profile_name} {suffix}"
-                suffix += 1
-
-            profile = DBVoiceProfile(
-                id=str(uuid.uuid4()),
-                name=unique_name,
-                description=f"Kokoro preset voice — {display_name} ({gender})",
-                language=lang,
-                voice_type="preset",
-                preset_engine="kokoro",
-                preset_voice_id=voice_id,
-                created_at=datetime.utcnow(),
-                updated_at=datetime.utcnow(),
-            )
-            db.add(profile)
-            created += 1
-
-        if created > 0:
-            db.commit()
-            logger.info(f"Seeded {created} Kokoro preset profiles")
-
-        return {"engine": "kokoro", "created": created, "total_available": len(KOKORO_VOICES)}
-    except Exception as e:
-        logger.exception(f"Failed to seed Kokoro profiles: {e}")
-        raise HTTPException(status_code=500, detail=str(e))
-
-
-def _seed_qwen_custom_voice_presets(db: Session):
-    """Seed Qwen CustomVoice preset profiles."""
-    try:
-        from ..backends.qwen_custom_voice_backend import QWEN_CUSTOM_VOICES
-
-        created = 0
-        for speaker_id, display_name, gender, lang, description in QWEN_CUSTOM_VOICES:
-            # Skip if preset already exists
-            existing = (
-                db.query(DBVoiceProfile)
-                .filter_by(preset_engine="qwen_custom_voice", preset_voice_id=speaker_id)
-                .first()
-            )
-            if existing:
-                continue
-
-            # Skip name collisions
-            if db.query(DBVoiceProfile).filter_by(name=display_name).first():
-                continue
-
-            profile = DBVoiceProfile(
-                id=str(uuid.uuid4()),
-                name=display_name,
-                description=f"Qwen CustomVoice — {description}",
-                language=lang,
-                voice_type="preset",
-                preset_engine="qwen_custom_voice",
-                preset_voice_id=speaker_id,
-                default_engine="qwen_custom_voice",
-                created_at=datetime.utcnow(),
-                updated_at=datetime.utcnow(),
-            )
-            db.add(profile)
-            created += 1
-
-        if created > 0:
-            db.commit()
-            logger.info(f"Seeded {created} Qwen CustomVoice preset profiles")
-
-        return {"engine": "qwen_custom_voice", "created": created, "total_available": len(QWEN_CUSTOM_VOICES)}
-    except Exception as e:
-        logger.exception(f"Failed to seed Qwen CustomVoice profiles: {e}")
-        raise HTTPException(status_code=500, detail=str(e))
-
-
 @router.get("/profiles/{profile_id}", response_model=models.VoiceProfileResponse)
 async def get_profile(
     profile_id: str,

backend/services/profiles.py

@@ -61,6 +61,20 @@ def _profile_to_response(
     )
 
 
+def _get_preset_voice_ids(engine: str) -> set[str]:
+    if engine == "kokoro":
+        from ..backends.kokoro_backend import KOKORO_VOICES
+
+        return {voice_id for voice_id, _name, _gender, _lang in KOKORO_VOICES}
+
+    if engine == "qwen_custom_voice":
+        from ..backends.qwen_custom_voice_backend import QWEN_CUSTOM_VOICES
+
+        return {voice_id for voice_id, _name, _gender, _lang, _desc in QWEN_CUSTOM_VOICES}
+
+    return set()
+
+
 def _validate_profile_fields(
     *,
     voice_type: str,
@@ -74,6 +88,10 @@ def _validate_profile_fields(
             return "Preset profiles require both preset_engine and preset_voice_id"
         if default_engine and default_engine != preset_engine:
             return "Preset profiles must use their preset_engine as default_engine"
+
+        available_voice_ids = _get_preset_voice_ids(preset_engine)
+        if available_voice_ids and preset_voice_id not in available_voice_ids:
+            return f"Preset voice '{preset_voice_id}' is not valid for engine '{preset_engine}'"
         return None
 
     if voice_type == "designed":
@@ -92,6 +110,30 @@ def _validate_profile_fields(
     return None
 
 
+def validate_profile_engine(profile, engine: str) -> None:
+    voice_type = getattr(profile, "voice_type", None) or "cloned"
+
+    if voice_type == "preset":
+        preset_engine = getattr(profile, "preset_engine", None)
+        preset_voice_id = getattr(profile, "preset_voice_id", None)
+        if not preset_engine or not preset_voice_id:
+            raise ValueError(f"Preset profile {profile.id} is missing preset engine metadata")
+        if preset_engine != engine:
+            raise ValueError(
+                f"Preset profile {profile.id} only supports engine '{preset_engine}', not '{engine}'"
+            )
+        return
+
+    if voice_type == "designed":
+        design_prompt = getattr(profile, "design_prompt", None)
+        if not design_prompt or not design_prompt.strip():
+            raise ValueError(f"Designed profile {profile.id} is missing design_prompt")
+        return
+
+    if engine not in CLONING_ENGINES:
+        raise ValueError(f"Engine '{engine}' does not support cloned voice profiles")
+
+
 async def create_profile(
     data: VoiceProfileCreate,
     db: Session,
@@ -476,6 +518,7 @@ async def create_voice_prompt_for_profile(
         raise ValueError(f"Profile not found: {profile_id}")
 
     voice_type = getattr(profile, "voice_type", None) or "cloned"
+    validate_profile_engine(profile, engine)
 
     # ── Preset profiles: return engine-specific voice reference ──
     if voice_type == "preset":

backend/voicebox-server.spec

@@ -5,7 +5,7 @@ from PyInstaller.utils.hooks import copy_metadata
 
 datas = []
 binaries = []
-hiddenimports = ['backend', 'backend.main', 'backend.config', 'backend.database', 'backend.models', 'backend.services.profiles', 'backend.services.history', 'backend.services.tts', 'backend.services.transcribe', 'backend.utils.platform_detect', 'backend.backends', 'backend.backends.pytorch_backend', 'backend.utils.audio', 'backend.utils.cache', 'backend.utils.progress', 'backend.utils.hf_progress', 'backend.services.cuda', 'backend.services.effects', 'backend.utils.effects', 'backend.services.versions', 'pedalboard', 'chatterbox', 'chatterbox.tts_turbo', 'chatterbox.mtl_tts', 'backend.backends.chatterbox_backend', 'backend.backends.chatterbox_turbo_backend', 'backend.backends.luxtts_backend', 'zipvoice', 'zipvoice.luxvoice', 'torch', 'transformers', 'fastapi', 'uvicorn', 'sqlalchemy', 'soundfile', 'qwen_tts', 'qwen_tts.inference', 'qwen_tts.inference.qwen3_tts_model', 'qwen_tts.inference.qwen3_tts_tokenizer', 'qwen_tts.core', 'qwen_tts.cli', 'requests', 'pkg_resources.extern', 'backend.backends.hume_backend', 'tada', 'tada.modules', 'tada.modules.tada', 'tada.modules.encoder', 'tada.modules.decoder', 'tada.modules.aligner', 'tada.modules.acoustic_spkr_verf', 'tada.nn', 'tada.nn.vibevoice', 'tada.utils', 'tada.utils.gray_code', 'tada.utils.text', 'backend.utils.dac_shim', 'torchaudio', 'backend.backends.kokoro_backend', 'kokoro', 'kokoro.pipeline', 'kokoro.model', 'kokoro.istftnet', 'kokoro.modules', 'kokoro.custom_stft', 'en_core_web_sm', 'loguru', 'backend.backends.mlx_backend', 'mlx', 'mlx.core', 'mlx.nn', 'mlx_audio', 'mlx_audio.tts', 'mlx_audio.stt']
+hiddenimports = ['backend', 'backend.main', 'backend.config', 'backend.database', 'backend.models', 'backend.services.profiles', 'backend.services.history', 'backend.services.tts', 'backend.services.transcribe', 'backend.utils.platform_detect', 'backend.backends', 'backend.backends.pytorch_backend', 'backend.backends.qwen_custom_voice_backend', 'backend.utils.audio', 'backend.utils.cache', 'backend.utils.progress', 'backend.utils.hf_progress', 'backend.services.cuda', 'backend.services.effects', 'backend.utils.effects', 'backend.services.versions', 'pedalboard', 'chatterbox', 'chatterbox.tts_turbo', 'chatterbox.mtl_tts', 'backend.backends.chatterbox_backend', 'backend.backends.chatterbox_turbo_backend', 'backend.backends.luxtts_backend', 'zipvoice', 'zipvoice.luxvoice', 'torch', 'transformers', 'fastapi', 'uvicorn', 'sqlalchemy', 'soundfile', 'qwen_tts', 'qwen_tts.inference', 'qwen_tts.inference.qwen3_tts_model', 'qwen_tts.inference.qwen3_tts_tokenizer', 'qwen_tts.core', 'qwen_tts.cli', 'requests', 'pkg_resources.extern', 'backend.backends.hume_backend', 'tada', 'tada.modules', 'tada.modules.tada', 'tada.modules.encoder', 'tada.modules.decoder', 'tada.modules.aligner', 'tada.modules.acoustic_spkr_verf', 'tada.nn', 'tada.nn.vibevoice', 'tada.utils', 'tada.utils.gray_code', 'tada.utils.text', 'backend.utils.dac_shim', 'torchaudio', 'backend.backends.kokoro_backend', 'kokoro', 'kokoro.pipeline', 'kokoro.model', 'kokoro.istftnet', 'kokoro.modules', 'kokoro.custom_stft', 'en_core_web_sm', 'loguru', 'backend.backends.mlx_backend', 'mlx', 'mlx.core', 'mlx.nn', 'mlx_audio', 'mlx_audio.tts', 'mlx_audio.stt']
 datas += copy_metadata('qwen-tts')
 datas += copy_metadata('requests')
 datas += copy_metadata('transformers')