Spaces:
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chatterbox only
Browse files- README.md +13 -8
- app.py +73 -118
- engine/backends/__init__.py +0 -8
- engine/backends/gemini_backend.py +0 -267
- engine/tts_engine.py +3 -15
- requirements.txt +0 -3
README.md
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@@ -16,7 +16,7 @@ A modular text-to-speech engine for generating professional phone announcements
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## Features
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- ποΈ **Standard Voices (Default)**:
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- π **23 Languages**: German, English, French, Spanish, Italian, and many more
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- π **Voice Cloning**: Uses Chatterbox Multilingual + reference audio
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- π **Modular Architecture**: Easy to swap TTS backends
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@@ -46,7 +46,7 @@ engine/
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βββ backends/
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βββ base.py # Abstract backend interface
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βββ chatterbox_backend.py # Default: Chatterbox Multilingual
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-
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```
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## Usage
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@@ -82,11 +82,7 @@ audio = engine.generate(
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### Switch Backend
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# Use Gemini instead of Chatterbox (requires a Gemini API key provided per request)
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engine.set_backend("gemini")
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audio = engine.generate("Hello world!", language="en")
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```
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### With Background Music
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### Environment Variables
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- `HF_TOKEN`: HuggingFace token for model downloads (Chatterbox)
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## Supported Languages
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## Features
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- ποΈ **Standard Voices (Default)**: Local voice prompts from `.wav` files in `voices/`
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- π **23 Languages**: German, English, French, Spanish, Italian, and many more
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- π **Voice Cloning**: Uses Chatterbox Multilingual + reference audio
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- π **Modular Architecture**: Easy to swap TTS backends
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βββ backends/
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βββ base.py # Abstract backend interface
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βββ chatterbox_backend.py # Default: Chatterbox Multilingual
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```
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## Usage
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### Switch Backend
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This project currently ships with the Chatterbox backend.
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### With Background Music
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### Environment Variables
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- `HF_TOKEN`: HuggingFace token for model downloads (Chatterbox)
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- `PHONE_SPEAKER_TTS_VOICES_DIR`: Override the default voices folder (defaults to `./voices`)
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### Default Voices Folder
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Put `.wav` files into `voices/` (or the folder pointed to by `PHONE_SPEAKER_TTS_VOICES_DIR`).
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The file name (without extension) becomes the voice name.
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Example: `voices/flozi.wav` β voice `flozi`.
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If the folder contains no `.wav` files, the UI will force **Voice cloning** and require an uploaded reference sample.
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## Supported Languages
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app.py
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"""Phone Speaker TTS - Gradio Application.
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UI requirements:
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-
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- Provide a dropdown to choose a voice
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- Include a "Voice cloning" option; when selected, show reference-audio upload
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and use Chatterbox (voice cloning capable) backend.
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"""
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import random
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import gradio as gr
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import numpy as np
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from engine.audio_processor import AudioProcessor
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from engine.backends.chatterbox_backend import DEFAULT_VOICE_PROMPTS
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try:
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from engine.backends.gemini_backend import GeminiBackend
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HAS_GEMINI_BACKEND = True
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except Exception:
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GeminiBackend = None
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HAS_GEMINI_BACKEND = False
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-
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# --- Configuration ---
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DEVICE = (
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"cuda"
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VOICE_CLONING_OPTION = "Voice cloning"
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def
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API key may be provided per request via UI.
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"""
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if not HAS_GEMINI_BACKEND:
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return False
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try:
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import google.genai # noqa: F401
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def get_engine() -> TTSEngine:
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logger.info("Initializing TTS Engine...")
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ENGINE = TTSEngine(
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EngineConfig(
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default_backend="
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device=DEVICE,
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default_language="de",
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)
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)
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# Do not force-load
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# - Chatterbox is heavy and should only load when voice cloning is used.
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ENGINE.set_backend("gemini")
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logger.info("TTS Engine ready!")
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def get_voice_choices() -> list[str]:
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"""Get voice dropdown choices.
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- Standard voices:
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- Special entry: Voice cloning (uses Chatterbox)
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"""
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voices
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if
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# Always include the special option
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voices.append(VOICE_CLONING_OPTION)
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return voices
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def _resolve_backend_for_voice_choice(voice_choice: str) -> str:
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return "chatterbox"
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def get_background_music_choices() -> list[tuple[str, str]]:
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text: str,
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language: str,
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voice_choice: str,
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gemini_api_key: str = "",
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voice_audio: str = None,
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background_music: str = "",
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custom_music: str = None,
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@@ -280,18 +276,28 @@ def generate_announcement(
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torch.cuda.manual_seed_all(seed)
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# Voice resolution:
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# -
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# -
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else:
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if
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# Determine which background music to use (custom upload takes priority)
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music_path = None
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language=language,
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voice_audio=voice_audio,
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split_sentences=True,
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**voice_kwargs,
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)
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# Process with background music
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language=language,
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voice_audio=voice_audio,
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split_sentences=True,
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**voice_kwargs,
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)
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return result
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def on_voice_choice_change(voice_choice: str):
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"""Switch UI elements depending on voice selection."""
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backend = _resolve_backend_for_voice_choice(voice_choice)
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if backend == "gemini":
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language_choices = get_language_choices_for_backend("gemini")
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default_language = (
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"de"
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if any(v == "de" for _, v in language_choices)
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else (language_choices[0][1] if language_choices else "en")
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)
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return (
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gr.update(choices=language_choices, value=default_language),
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gr.update(visible=False, value=None),
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gr.update(visible=True),
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gr.update(value=get_example_text(default_language)),
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)
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# Voice cloning
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language_choices = get_language_choices_for_backend("chatterbox")
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default_language = (
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"de"
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if any(v == "de" for _, v in language_choices)
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else (language_choices[0][1] if language_choices else "en")
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)
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return (
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gr.update(choices=language_choices, value=default_language),
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gr.update(visible=
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gr.update(visible=False, value=""),
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gr.update(value=get_example_text(default_language)),
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)
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elem_classes=["main-title"],
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)
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-
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"""
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**Tip (Public App):** You can enter your own Gemini API key.
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This way the costs are billed to the user rather than the app operator.
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**Note:** API keys must be supplied per request via the UI; the app does not read keys from environment variables.
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"""
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)
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with gr.Row():
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# Left column - Input
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with gr.Column(scale=1):
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default_voice_choice = (
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if _is_gemini_ready() and "Kore" in get_voice_choices()
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else VOICE_CLONING_OPTION
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)
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voice_choice = gr.Dropdown(
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choices=
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value=default_voice_choice,
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label="π£οΈ Voice",
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info="Default
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)
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gemini_api_key = gr.Textbox(
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label="π Gemini API Key",
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type="password",
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placeholder="Enter Gemini API key for this request",
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info="Provide your Gemini API key for this request; environment variables are not used.",
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visible=(
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_is_gemini_ready()
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and default_voice_choice != VOICE_CLONING_OPTION
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),
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)
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language = gr.Dropdown(
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choices=(
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if _is_gemini_ready()
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else get_language_choices_for_backend("chatterbox")
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),
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value=(
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"de"
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if _is_gemini_ready()
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and any(
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v == "de"
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for _, v in get_language_choices_for_backend("gemini")
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)
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else "de"
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),
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label="π Language",
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info="Choose the language of the announcement",
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)
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voice_choice.change(
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fn=on_voice_choice_change,
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inputs=[voice_choice],
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outputs=[language, voice_audio,
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show_progress=False,
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)
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text,
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language,
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voice_choice,
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gemini_api_key,
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voice_audio,
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background_music,
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custom_music,
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"""Phone Speaker TTS - Gradio Application.
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UI requirements:
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- Load default voices from a folder of .wav files (e.g. voices/flozi.wav -> "flozi")
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- Provide a dropdown to choose a voice
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- Include a "Voice cloning" option; when selected, show reference-audio upload
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and use Chatterbox (voice cloning capable) backend.
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"""
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import os
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import random
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from pathlib import Path
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import gradio as gr
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import numpy as np
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from engine.audio_processor import AudioProcessor
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from engine.backends.chatterbox_backend import DEFAULT_VOICE_PROMPTS
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# --- Configuration ---
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DEVICE = (
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"cuda"
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VOICE_CLONING_OPTION = "Voice cloning"
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def _get_voices_dir() -> Path:
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env_dir = os.environ.get("PHONE_SPEAKER_TTS_VOICES_DIR")
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if env_dir and str(env_dir).strip():
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return Path(env_dir).expanduser()
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return Path(__file__).parent / "voices"
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def _list_default_voices() -> dict[str, Path]:
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voices_dir = _get_voices_dir()
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if not voices_dir.exists() or not voices_dir.is_dir():
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return {}
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voices: dict[str, Path] = {}
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for wav_path in sorted(voices_dir.glob("*.wav")):
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name = wav_path.stem.strip()
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if name:
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voices[name] = wav_path
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return voices
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+
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+
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def _has_default_voices() -> bool:
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return len(_list_default_voices()) > 0
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def get_engine() -> TTSEngine:
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logger.info("Initializing TTS Engine...")
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ENGINE = TTSEngine(
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EngineConfig(
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+
default_backend="chatterbox",
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device=DEVICE,
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default_language="de",
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)
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)
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# Do not force-load models on startup; Chatterbox is heavy and should load on demand.
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ENGINE.set_backend("chatterbox")
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logger.info("TTS Engine ready!")
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def get_voice_choices() -> list[str]:
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"""Get voice dropdown choices.
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+
- Standard voices: local .wav prompts from voices folder
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+
- Special entry: Voice cloning (uses Chatterbox + user provided reference)
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"""
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voices = list(_list_default_voices().keys())
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if voices:
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voices.append(VOICE_CLONING_OPTION)
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return voices
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# If there are no default voices, force voice cloning.
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return [VOICE_CLONING_OPTION]
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def _resolve_backend_for_voice_choice(voice_choice: str) -> str:
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return "chatterbox"
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def get_background_music_choices() -> list[tuple[str, str]]:
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text: str,
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language: str,
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voice_choice: str,
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voice_audio: str = None,
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background_music: str = "",
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custom_music: str = None,
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torch.cuda.manual_seed_all(seed)
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# Voice resolution:
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# - Default voice: use voices/<name>.wav (local prompt)
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# - Voice cloning: use uploaded reference audio
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default_voices = _list_default_voices()
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+
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if voice_choice != VOICE_CLONING_OPTION:
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if voice_choice not in default_voices:
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raise gr.Error(
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f"Unknown voice '{voice_choice}'. Add '{voice_choice}.wav' to '{_get_voices_dir()}' or select '{VOICE_CLONING_OPTION}'."
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)
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voice_audio = str(default_voices[voice_choice])
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else:
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# Force voice cloning when there are no default voices.
|
| 291 |
+
if not _has_default_voices():
|
| 292 |
+
if not voice_audio or not str(voice_audio).strip():
|
| 293 |
+
raise gr.Error(
|
| 294 |
+
f"No default voices found in '{_get_voices_dir()}'. Please upload a reference audio sample for voice cloning."
|
| 295 |
+
)
|
| 296 |
+
# If default voices exist, keep previous behavior: fall back to a per-language prompt.
|
| 297 |
+
if (
|
| 298 |
+
voice_audio is None or not str(voice_audio).strip()
|
| 299 |
+
) and _has_default_voices():
|
| 300 |
+
voice_audio = get_default_voice(language)
|
| 301 |
|
| 302 |
# Determine which background music to use (custom upload takes priority)
|
| 303 |
music_path = None
|
|
|
|
| 321 |
language=language,
|
| 322 |
voice_audio=voice_audio,
|
| 323 |
split_sentences=True,
|
|
|
|
| 324 |
)
|
| 325 |
|
| 326 |
# Process with background music
|
|
|
|
| 364 |
language=language,
|
| 365 |
voice_audio=voice_audio,
|
| 366 |
split_sentences=True,
|
|
|
|
| 367 |
)
|
| 368 |
return result
|
| 369 |
|
|
|
|
| 378 |
|
| 379 |
def on_voice_choice_change(voice_choice: str):
|
| 380 |
"""Switch UI elements depending on voice selection."""
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 381 |
language_choices = get_language_choices_for_backend("chatterbox")
|
| 382 |
default_language = (
|
| 383 |
"de"
|
| 384 |
if any(v == "de" for _, v in language_choices)
|
| 385 |
else (language_choices[0][1] if language_choices else "en")
|
| 386 |
)
|
| 387 |
+
show_voice_audio = voice_choice == VOICE_CLONING_OPTION
|
| 388 |
return (
|
| 389 |
gr.update(choices=language_choices, value=default_language),
|
| 390 |
+
gr.update(visible=show_voice_audio, value=None if show_voice_audio else None),
|
|
|
|
| 391 |
gr.update(value=get_example_text(default_language)),
|
| 392 |
)
|
| 393 |
|
|
|
|
| 416 |
elem_classes=["main-title"],
|
| 417 |
)
|
| 418 |
|
| 419 |
+
voices_dir = _get_voices_dir()
|
| 420 |
+
gr.Markdown(
|
| 421 |
+
f"""
|
| 422 |
+
**Default voices folder:** `{voices_dir}`
|
| 423 |
+
|
| 424 |
+
Put `.wav` files there named like `flozi.wav` β voice `flozi`.
|
| 425 |
+
If the folder has no `.wav` files, the UI will force **Voice cloning**.
|
| 426 |
+
"""
|
| 427 |
+
)
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 428 |
|
| 429 |
with gr.Row():
|
| 430 |
# Left column - Input
|
| 431 |
with gr.Column(scale=1):
|
| 432 |
+
voice_choices = get_voice_choices()
|
| 433 |
default_voice_choice = (
|
| 434 |
+
voice_choices[0] if voice_choices else VOICE_CLONING_OPTION
|
|
|
|
|
|
|
| 435 |
)
|
| 436 |
|
| 437 |
voice_choice = gr.Dropdown(
|
| 438 |
+
choices=voice_choices,
|
| 439 |
value=default_voice_choice,
|
| 440 |
label="π£οΈ Voice",
|
| 441 |
+
info="Default voices come from the voices folder. 'Voice cloning' uses uploaded reference audio.",
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 442 |
)
|
| 443 |
|
| 444 |
language = gr.Dropdown(
|
| 445 |
+
choices=get_language_choices_for_backend("chatterbox"),
|
| 446 |
+
value="de",
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 447 |
label="π Language",
|
| 448 |
info="Choose the language of the announcement",
|
| 449 |
)
|
|
|
|
| 564 |
voice_choice.change(
|
| 565 |
fn=on_voice_choice_change,
|
| 566 |
inputs=[voice_choice],
|
| 567 |
+
outputs=[language, voice_audio, text],
|
| 568 |
show_progress=False,
|
| 569 |
)
|
| 570 |
|
|
|
|
| 581 |
text,
|
| 582 |
language,
|
| 583 |
voice_choice,
|
|
|
|
| 584 |
voice_audio,
|
| 585 |
background_music,
|
| 586 |
custom_music,
|
engine/backends/__init__.py
CHANGED
|
@@ -3,11 +3,3 @@ from .base import BackendConfig, TTSBackend, TTSResult
|
|
| 3 |
from .chatterbox_backend import ChatterboxBackend
|
| 4 |
|
| 5 |
__all__ = ["TTSBackend", "TTSResult", "BackendConfig", "ChatterboxBackend"]
|
| 6 |
-
|
| 7 |
-
# Optional backends
|
| 8 |
-
try:
|
| 9 |
-
from .gemini_backend import GeminiBackend
|
| 10 |
-
|
| 11 |
-
__all__.append("GeminiBackend")
|
| 12 |
-
except ImportError:
|
| 13 |
-
pass # google-genai not installed
|
|
|
|
| 3 |
from .chatterbox_backend import ChatterboxBackend
|
| 4 |
|
| 5 |
__all__ = ["TTSBackend", "TTSResult", "BackendConfig", "ChatterboxBackend"]
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
engine/backends/gemini_backend.py
DELETED
|
@@ -1,267 +0,0 @@
|
|
| 1 |
-
"""
|
| 2 |
-
Google Gemini TTS Backend.
|
| 3 |
-
Uses Google's Gemini API for text-to-speech synthesis.
|
| 4 |
-
"""
|
| 5 |
-
|
| 6 |
-
import io
|
| 7 |
-
from typing import Optional
|
| 8 |
-
|
| 9 |
-
import numpy as np
|
| 10 |
-
from loguru import logger
|
| 11 |
-
|
| 12 |
-
from .base import BackendConfig, TTSBackend, TTSResult
|
| 13 |
-
|
| 14 |
-
|
| 15 |
-
class GeminiBackend(TTSBackend):
|
| 16 |
-
"""
|
| 17 |
-
Google Gemini TTS Backend.
|
| 18 |
-
|
| 19 |
-
Features:
|
| 20 |
-
- High-quality neural TTS
|
| 21 |
-
- Multiple preset voices
|
| 22 |
-
- No voice cloning (uses preset voices)
|
| 23 |
-
|
| 24 |
-
Authentication:
|
| 25 |
-
- API key must be provided per request (do not rely on environment variables).
|
| 26 |
-
- Per-request keys are recommended for public apps.
|
| 27 |
-
"""
|
| 28 |
-
|
| 29 |
-
# Available Gemini voices
|
| 30 |
-
AVAILABLE_VOICES = [
|
| 31 |
-
"Puck",
|
| 32 |
-
"Charon",
|
| 33 |
-
"Kore",
|
| 34 |
-
"Fenrir",
|
| 35 |
-
"Aoede",
|
| 36 |
-
"Leda",
|
| 37 |
-
"Orus",
|
| 38 |
-
"Zephyr",
|
| 39 |
-
]
|
| 40 |
-
|
| 41 |
-
# Gemini has limited language support compared to Chatterbox
|
| 42 |
-
SUPPORTED_LANGUAGES = {
|
| 43 |
-
"en": "English",
|
| 44 |
-
"de": "German",
|
| 45 |
-
"es": "Spanish",
|
| 46 |
-
"fr": "French",
|
| 47 |
-
"it": "Italian",
|
| 48 |
-
"pt": "Portuguese",
|
| 49 |
-
"ja": "Japanese",
|
| 50 |
-
"ko": "Korean",
|
| 51 |
-
"zh": "Chinese",
|
| 52 |
-
}
|
| 53 |
-
|
| 54 |
-
def __init__(
|
| 55 |
-
self,
|
| 56 |
-
config: Optional[BackendConfig] = None,
|
| 57 |
-
voice: str = "Kore",
|
| 58 |
-
api_key: Optional[str] = None,
|
| 59 |
-
):
|
| 60 |
-
super().__init__(config)
|
| 61 |
-
self._client = None
|
| 62 |
-
self._api_key: Optional[str] = api_key
|
| 63 |
-
self._api_key_fingerprint: Optional[str] = None
|
| 64 |
-
self.voice = voice if voice in self.AVAILABLE_VOICES else "Kore"
|
| 65 |
-
|
| 66 |
-
@property
|
| 67 |
-
def name(self) -> str:
|
| 68 |
-
return "Google Gemini TTS"
|
| 69 |
-
|
| 70 |
-
@property
|
| 71 |
-
def supports_voice_cloning(self) -> bool:
|
| 72 |
-
return False
|
| 73 |
-
|
| 74 |
-
@property
|
| 75 |
-
def supported_languages(self) -> dict[str, str]:
|
| 76 |
-
return self.SUPPORTED_LANGUAGES.copy()
|
| 77 |
-
|
| 78 |
-
def set_api_key(self, api_key: Optional[str]) -> None:
|
| 79 |
-
"""Set (or clear) the API key used by this backend.
|
| 80 |
-
|
| 81 |
-
Note: This is kept in memory only.
|
| 82 |
-
"""
|
| 83 |
-
api_key = (api_key or "").strip() or None
|
| 84 |
-
if api_key == self._api_key:
|
| 85 |
-
return
|
| 86 |
-
self._api_key = api_key
|
| 87 |
-
# Force re-init on next call.
|
| 88 |
-
if self._is_loaded:
|
| 89 |
-
self.unload()
|
| 90 |
-
|
| 91 |
-
def load(self, api_key: Optional[str] = None) -> None:
|
| 92 |
-
"""Initialize the Gemini client. The API key must be provided per request."""
|
| 93 |
-
desired_key = (api_key or self._api_key or "").strip()
|
| 94 |
-
if not desired_key:
|
| 95 |
-
raise ValueError(
|
| 96 |
-
"Gemini API key missing. Provide api_key for this request (do not rely on environment variables)."
|
| 97 |
-
)
|
| 98 |
-
|
| 99 |
-
desired_fingerprint = f"len:{len(desired_key)}"
|
| 100 |
-
|
| 101 |
-
if self._is_loaded and self._client is not None:
|
| 102 |
-
if self._api_key_fingerprint == desired_fingerprint:
|
| 103 |
-
return
|
| 104 |
-
# Different key than the currently initialized client.
|
| 105 |
-
self.unload()
|
| 106 |
-
|
| 107 |
-
try:
|
| 108 |
-
import google.genai as genai
|
| 109 |
-
|
| 110 |
-
self._client = genai.Client(api_key=desired_key)
|
| 111 |
-
self._is_loaded = True
|
| 112 |
-
self._api_key_fingerprint = desired_fingerprint
|
| 113 |
-
logger.info("Gemini client initialized successfully")
|
| 114 |
-
except Exception as e:
|
| 115 |
-
logger.error(f"Failed to initialize Gemini client: {e}")
|
| 116 |
-
raise
|
| 117 |
-
|
| 118 |
-
def unload(self) -> None:
|
| 119 |
-
"""Clean up Gemini client."""
|
| 120 |
-
self._client = None
|
| 121 |
-
self._is_loaded = False
|
| 122 |
-
self._api_key_fingerprint = None
|
| 123 |
-
logger.info("Gemini client unloaded")
|
| 124 |
-
|
| 125 |
-
def set_voice(self, voice: str) -> None:
|
| 126 |
-
"""Set the voice to use for synthesis."""
|
| 127 |
-
if voice not in self.AVAILABLE_VOICES:
|
| 128 |
-
raise ValueError(
|
| 129 |
-
f"Unknown voice '{voice}'. Available: {self.AVAILABLE_VOICES}"
|
| 130 |
-
)
|
| 131 |
-
self.voice = voice
|
| 132 |
-
|
| 133 |
-
def generate(
|
| 134 |
-
self,
|
| 135 |
-
text: str,
|
| 136 |
-
language: str = "de",
|
| 137 |
-
voice_audio_path: Optional[str] = None,
|
| 138 |
-
voice: Optional[str] = None,
|
| 139 |
-
api_key: Optional[str] = None,
|
| 140 |
-
**kwargs,
|
| 141 |
-
) -> TTSResult:
|
| 142 |
-
"""
|
| 143 |
-
Generate speech from text using Gemini.
|
| 144 |
-
|
| 145 |
-
Args:
|
| 146 |
-
text: Text to synthesize
|
| 147 |
-
language: Language code (for text processing, voice determines actual synthesis)
|
| 148 |
-
voice_audio_path: Ignored (Gemini doesn't support voice cloning)
|
| 149 |
-
voice: Voice name to use (default: instance voice setting)
|
| 150 |
-
|
| 151 |
-
Returns:
|
| 152 |
-
TTSResult with audio waveform and sample rate
|
| 153 |
-
"""
|
| 154 |
-
# Allow per-request key (useful for public apps where users bring their own key).
|
| 155 |
-
self.load(api_key=api_key)
|
| 156 |
-
|
| 157 |
-
if voice_audio_path:
|
| 158 |
-
logger.warning(
|
| 159 |
-
"Gemini backend doesn't support voice cloning, ignoring voice_audio_path"
|
| 160 |
-
)
|
| 161 |
-
|
| 162 |
-
from google.genai import types as genai_types
|
| 163 |
-
|
| 164 |
-
selected_voice = voice or self.voice
|
| 165 |
-
|
| 166 |
-
logger.info(
|
| 167 |
-
f"Generating speech with Gemini: voice={selected_voice}, text='{text[:50]}...'"
|
| 168 |
-
)
|
| 169 |
-
|
| 170 |
-
contents = [
|
| 171 |
-
genai_types.Content(
|
| 172 |
-
role="user", parts=[genai_types.Part.from_text(text=text)]
|
| 173 |
-
)
|
| 174 |
-
]
|
| 175 |
-
|
| 176 |
-
config = genai_types.GenerateContentConfig(
|
| 177 |
-
temperature=1,
|
| 178 |
-
response_modalities=["audio"],
|
| 179 |
-
speech_config=genai_types.SpeechConfig(
|
| 180 |
-
voice_config=genai_types.VoiceConfig(
|
| 181 |
-
prebuilt_voice_config=genai_types.PrebuiltVoiceConfig(
|
| 182 |
-
voice_name=selected_voice
|
| 183 |
-
)
|
| 184 |
-
)
|
| 185 |
-
),
|
| 186 |
-
)
|
| 187 |
-
|
| 188 |
-
try:
|
| 189 |
-
audio_chunks = []
|
| 190 |
-
mime_type = None
|
| 191 |
-
|
| 192 |
-
for chunk in self._client.models.generate_content_stream(
|
| 193 |
-
model="gemini-2.5-pro-preview-tts",
|
| 194 |
-
contents=contents,
|
| 195 |
-
config=config,
|
| 196 |
-
):
|
| 197 |
-
if chunk.candidates:
|
| 198 |
-
inline_data = chunk.candidates[0].content.parts[0].inline_data
|
| 199 |
-
audio_chunks.append(inline_data.data)
|
| 200 |
-
if mime_type is None:
|
| 201 |
-
mime_type = inline_data.mime_type
|
| 202 |
-
|
| 203 |
-
if not audio_chunks:
|
| 204 |
-
raise RuntimeError("No audio data received from Gemini API")
|
| 205 |
-
|
| 206 |
-
raw_audio = b"".join(audio_chunks)
|
| 207 |
-
|
| 208 |
-
# Convert to numpy array
|
| 209 |
-
audio_np, sample_rate = self._process_audio(raw_audio, mime_type)
|
| 210 |
-
|
| 211 |
-
return TTSResult(audio=audio_np, sample_rate=sample_rate)
|
| 212 |
-
|
| 213 |
-
except Exception as e:
|
| 214 |
-
logger.error(f"Gemini TTS generation failed: {e}")
|
| 215 |
-
raise
|
| 216 |
-
|
| 217 |
-
def _process_audio(
|
| 218 |
-
self, raw_audio: bytes, mime_type: str
|
| 219 |
-
) -> tuple[np.ndarray, int]:
|
| 220 |
-
"""Process raw audio data from Gemini into numpy array."""
|
| 221 |
-
from pydub import AudioSegment
|
| 222 |
-
|
| 223 |
-
# Parse MIME type for audio parameters
|
| 224 |
-
sample_rate = 24000 # Default
|
| 225 |
-
bits_per_sample = 16
|
| 226 |
-
|
| 227 |
-
if mime_type and "audio/L" in mime_type:
|
| 228 |
-
# Parse format like audio/L16;rate=24000
|
| 229 |
-
parts = mime_type.split(";")
|
| 230 |
-
for part in parts:
|
| 231 |
-
part = part.strip()
|
| 232 |
-
if part.startswith("audio/L"):
|
| 233 |
-
try:
|
| 234 |
-
bits_per_sample = int(part.split("L")[1])
|
| 235 |
-
except (ValueError, IndexError):
|
| 236 |
-
pass
|
| 237 |
-
elif part.lower().startswith("rate="):
|
| 238 |
-
try:
|
| 239 |
-
sample_rate = int(part.split("=")[1])
|
| 240 |
-
except (ValueError, IndexError):
|
| 241 |
-
pass
|
| 242 |
-
|
| 243 |
-
# Create AudioSegment from raw PCM
|
| 244 |
-
audio_segment = AudioSegment(
|
| 245 |
-
data=raw_audio,
|
| 246 |
-
sample_width=bits_per_sample // 8,
|
| 247 |
-
frame_rate=sample_rate,
|
| 248 |
-
channels=1,
|
| 249 |
-
)
|
| 250 |
-
elif mime_type == "audio/mpeg":
|
| 251 |
-
audio_segment = AudioSegment.from_file(io.BytesIO(raw_audio), format="mp3")
|
| 252 |
-
sample_rate = audio_segment.frame_rate
|
| 253 |
-
else:
|
| 254 |
-
# Try auto-detection
|
| 255 |
-
audio_segment = AudioSegment.from_file(io.BytesIO(raw_audio))
|
| 256 |
-
sample_rate = audio_segment.frame_rate
|
| 257 |
-
|
| 258 |
-
# Convert to numpy array
|
| 259 |
-
samples = np.array(audio_segment.get_array_of_samples())
|
| 260 |
-
|
| 261 |
-
# Normalize to float32 [-1, 1]
|
| 262 |
-
if audio_segment.sample_width == 2: # 16-bit
|
| 263 |
-
samples = samples.astype(np.float32) / 32768.0
|
| 264 |
-
elif audio_segment.sample_width == 1: # 8-bit
|
| 265 |
-
samples = (samples.astype(np.float32) - 128) / 128.0
|
| 266 |
-
|
| 267 |
-
return samples, sample_rate
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
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|
engine/tts_engine.py
CHANGED
|
@@ -28,7 +28,7 @@ class EngineConfig:
|
|
| 28 |
"""Configuration for the TTS Engine."""
|
| 29 |
|
| 30 |
# Backend settings
|
| 31 |
-
default_backend: str = "
|
| 32 |
device: str = "auto" # "auto", "cuda", "mps", "cpu"
|
| 33 |
|
| 34 |
# Default generation settings
|
|
@@ -63,7 +63,7 @@ class TTSEngine:
|
|
| 63 |
)
|
| 64 |
|
| 65 |
# Switch backend
|
| 66 |
-
engine.set_backend("
|
| 67 |
audio = engine.generate("Welcome to our service.", language="en")
|
| 68 |
"""
|
| 69 |
|
|
@@ -188,16 +188,13 @@ class TTSEngine:
|
|
| 188 |
|
| 189 |
# Generate voice ID for caching.
|
| 190 |
# - Voice cloning: derive from reference audio when available
|
| 191 |
-
# -
|
| 192 |
-
requested_voice = kwargs.get("voice")
|
| 193 |
if voice_audio:
|
| 194 |
voice_id = (
|
| 195 |
Path(voice_audio).stem
|
| 196 |
if os.path.exists(voice_audio or "")
|
| 197 |
else "custom"
|
| 198 |
)
|
| 199 |
-
elif requested_voice:
|
| 200 |
-
voice_id = f"voice-{requested_voice}"
|
| 201 |
else:
|
| 202 |
voice_id = "default"
|
| 203 |
|
|
@@ -299,12 +296,3 @@ class TTSEngine:
|
|
| 299 |
def clear_cache(self) -> int:
|
| 300 |
"""Clear the local audio cache. Returns number of files deleted."""
|
| 301 |
return self._cache.clear_local()
|
| 302 |
-
|
| 303 |
-
|
| 304 |
-
# Register additional backends if available
|
| 305 |
-
try:
|
| 306 |
-
from .backends.gemini_backend import GeminiBackend
|
| 307 |
-
|
| 308 |
-
TTSEngine.register_backend("gemini", GeminiBackend)
|
| 309 |
-
except ImportError:
|
| 310 |
-
pass # Gemini backend not available
|
|
|
|
| 28 |
"""Configuration for the TTS Engine."""
|
| 29 |
|
| 30 |
# Backend settings
|
| 31 |
+
default_backend: str = "chatterbox"
|
| 32 |
device: str = "auto" # "auto", "cuda", "mps", "cpu"
|
| 33 |
|
| 34 |
# Default generation settings
|
|
|
|
| 63 |
)
|
| 64 |
|
| 65 |
# Switch backend
|
| 66 |
+
engine.set_backend("chatterbox")
|
| 67 |
audio = engine.generate("Welcome to our service.", language="en")
|
| 68 |
"""
|
| 69 |
|
|
|
|
| 188 |
|
| 189 |
# Generate voice ID for caching.
|
| 190 |
# - Voice cloning: derive from reference audio when available
|
| 191 |
+
# - If no reference audio: use "default"
|
|
|
|
| 192 |
if voice_audio:
|
| 193 |
voice_id = (
|
| 194 |
Path(voice_audio).stem
|
| 195 |
if os.path.exists(voice_audio or "")
|
| 196 |
else "custom"
|
| 197 |
)
|
|
|
|
|
|
|
| 198 |
else:
|
| 199 |
voice_id = "default"
|
| 200 |
|
|
|
|
| 296 |
def clear_cache(self) -> int:
|
| 297 |
"""Clear the local audio cache. Returns number of files deleted."""
|
| 298 |
return self._cache.clear_local()
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
requirements.txt
CHANGED
|
@@ -25,9 +25,6 @@ huggingface_hub>=0.20.0
|
|
| 25 |
# Logging
|
| 26 |
loguru>=0.7.0
|
| 27 |
|
| 28 |
-
# Optional: Gemini backend
|
| 29 |
-
google-genai>=0.3.0
|
| 30 |
-
|
| 31 |
# Optional: Caching to HuggingFace Hub
|
| 32 |
# pandas>=2.0.0
|
| 33 |
|
|
|
|
| 25 |
# Logging
|
| 26 |
loguru>=0.7.0
|
| 27 |
|
|
|
|
|
|
|
|
|
|
| 28 |
# Optional: Caching to HuggingFace Hub
|
| 29 |
# pandas>=2.0.0
|
| 30 |
|