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| import gradio as gr | |
| from InferenceInterfaces.ControllableInterface import ControllableInterface | |
| from Utility.utils import float2pcm | |
| class TTSWebUI: | |
| def __init__(self, gpu_id="cpu", title="Controllable Embeddings", article="", available_artificial_voices=1000): | |
| self.controllable_ui = ControllableInterface(gpu_id=gpu_id, | |
| available_artificial_voices=available_artificial_voices) | |
| self.iface = gr.Interface(fn=self.read, | |
| inputs=[gr.Textbox(lines=2, | |
| placeholder="write what you want the synthesis to read here...", | |
| value="Colorless green ideas sleep furiously!", | |
| label="Text input"), | |
| gr.Dropdown(['English Text', | |
| 'German Text', | |
| 'Greek Text', | |
| 'Spanish Text', | |
| 'Finnish Text', | |
| 'Russian Text', | |
| 'Hungarian Text', | |
| 'Dutch Text', | |
| 'French Text', | |
| 'Polish Text', | |
| 'Portuguese Text', | |
| 'Italian Text', | |
| 'Chinese Text', | |
| 'Vietnamese Text'], type="value", value='English Text', label="Select the Language of the Text"), | |
| gr.Dropdown(['English Accent', | |
| 'German Accent', | |
| 'Greek Accent', | |
| 'Spanish Accent', | |
| 'Finnish Accent', | |
| 'Russian Accent', | |
| 'Hungarian Accent', | |
| 'Dutch Accent', | |
| 'French Accent', | |
| 'Polish Accent', | |
| 'Portuguese Accent', | |
| 'Italian Accent', | |
| 'Chinese Accent', | |
| 'Vietnamese Accent'], type="value", | |
| value='English Accent', label="Select the Accent of the Speaker"), | |
| gr.Textbox(lines=3, | |
| placeholder="\nThe sliders below control the speaker embedding", | |
| value="\nThe sliders below control the speaker embedding", | |
| label=" ", | |
| show_label=False), | |
| gr.Slider(minimum=0, maximum=available_artificial_voices, step=1, | |
| value=279, | |
| label="Random Seed for the artificial Voice"), | |
| gr.Slider(minimum=-50.0, maximum=50.0, step=0.1, value=0.0, label="Femininity / Masculinity"), | |
| gr.Slider(minimum=-30.0, maximum=30.0, step=0.1, value=0.0, label="Sibilance"), | |
| gr.Slider(minimum=-30.0, maximum=30.0, step=0.1, value=0.0, label="Accentuated High / Low Frequencies"), | |
| gr.Slider(minimum=-30.0, maximum=30.0, step=0.1, value=0.0, label="Loudness / Arousal / Calmness"), | |
| gr.Slider(minimum=-20.0, maximum=20.0, step=0.1, value=0.0, label="Tone / Timbre"), | |
| gr.Textbox(lines=3, | |
| placeholder="\nThe sliders below directly control the TTS", | |
| value="\nThe sliders below directly control the TTS", | |
| label=" ", | |
| show_label=False), | |
| gr.Slider(minimum=0.5, maximum=1.5, step=0.1, value=1.0, label="Duration Scale"), | |
| gr.Slider(minimum=0.0, maximum=2.0, step=0.1, value=1.0, label="Pause Duration Scale"), | |
| gr.Slider(minimum=0.0, maximum=2.0, step=0.1, value=1.0, label="Pitch Variance Scale"), | |
| gr.Slider(minimum=0.0, maximum=2.0, step=0.1, value=1.0, label="Energy Variance Scale") | |
| ], | |
| outputs=[gr.Audio(type="numpy", label="Speech"), | |
| gr.Image(label="Visualization")], | |
| title=title, | |
| theme="default", | |
| allow_flagging="never", | |
| article=article) | |
| self.iface.launch(enable_queue=True) | |
| def read(self, | |
| prompt, | |
| language, | |
| accent, | |
| ignore_1, | |
| voice_seed, | |
| emb1, | |
| emb2, | |
| emb3, | |
| emb5, | |
| emb6, | |
| ignore_2, | |
| duration_scaling_factor, | |
| pause_duration_scaling_factor, | |
| pitch_variance_scale, | |
| energy_variance_scale): | |
| sr, wav, fig = self.controllable_ui.read(prompt, | |
| language, | |
| accent, | |
| voice_seed, | |
| duration_scaling_factor, | |
| pause_duration_scaling_factor, | |
| pitch_variance_scale, | |
| energy_variance_scale, | |
| emb1, | |
| emb2, | |
| emb3, | |
| 0.0, # slider 4 did not have a meaningful interpretation, too many properties mixed | |
| emb5, | |
| emb6) | |
| return (sr, float2pcm(wav)), fig | |
| if __name__ == '__main__': | |
| TTSWebUI(gpu_id="cpu") | |