mirror of
https://github.com/oobabooga/text-generation-webui.git
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255 lines
11 KiB
Python
255 lines
11 KiB
Python
import html
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import random
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import time
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from pathlib import Path
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import gradio as gr
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import torch
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from extensions.silero_tts import tts_preprocessor
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from modules import chat, shared, ui_chat
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from modules.utils import gradio
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torch._C._jit_set_profiling_mode(False)
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params = {
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'activate': True,
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'speaker': 'en_56',
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'language': 'en',
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'model_id': 'v3_en',
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'sample_rate': 48000,
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'device': 'cpu',
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'show_text': False,
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'autoplay': True,
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'voice_pitch': 'medium',
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'voice_speed': 'medium',
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'local_cache_path': '' # User can override the default cache path to something other via settings.json
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}
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current_params = params.copy()
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voices_en = ['en_99', 'en_45', 'en_18', 'en_117', 'en_49', 'en_51', 'en_68', 'en_0', 'en_26', 'en_56', 'en_74', 'en_5', 'en_38', 'en_53', 'en_21', 'en_37', 'en_107', 'en_10', 'en_82', 'en_16', 'en_41', 'en_12', 'en_67', 'en_61', 'en_14', 'en_11', 'en_39', 'en_52', 'en_24', 'en_97', 'en_28', 'en_72', 'en_94', 'en_36', 'en_4', 'en_43', 'en_88', 'en_25', 'en_65', 'en_6', 'en_44', 'en_75', 'en_91', 'en_60', 'en_109', 'en_85', 'en_101', 'en_108', 'en_50', 'en_96', 'en_64', 'en_92', 'en_76', 'en_33', 'en_116', 'en_48', 'en_98', 'en_86', 'en_62', 'en_54', 'en_95', 'en_55', 'en_111', 'en_3', 'en_83', 'en_8', 'en_47', 'en_59', 'en_1', 'en_2', 'en_7', 'en_9', 'en_13', 'en_15', 'en_17', 'en_19', 'en_20', 'en_22', 'en_23', 'en_27', 'en_29', 'en_30', 'en_31', 'en_32', 'en_34', 'en_35', 'en_40', 'en_42', 'en_46', 'en_57', 'en_58', 'en_63', 'en_66', 'en_69', 'en_70', 'en_71', 'en_73', 'en_77', 'en_78', 'en_79', 'en_80', 'en_81', 'en_84', 'en_87', 'en_89', 'en_90', 'en_93', 'en_100', 'en_102', 'en_103', 'en_104', 'en_105', 'en_106', 'en_110', 'en_112', 'en_113', 'en_114', 'en_115']
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voices_es = ["es_0", "es_1", "es_2"]
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voices_fr = ["fr_0", "fr_1", "fr_2", "fr_3", "fr_4", "fr_5"]
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voices_de = ["bernd_ungerer", "eva_k", "friedrich", "hokuspokus", "karlsson"]
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voices_ru = ["aidar", "baya", "kseniya", "xenia"]
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voices_ua = ["mykyta"]
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voices_uz = ["dilnavoz"]
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languages = {
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"en": {"label": "English", "voices": voices_en, "default_voice": "en_56", "model_id": "v3_en"},
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"es": {"label": "Español", "voices": voices_es, "default_voice": "es_0", "model_id": "v3_es"},
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"fr": {"label": "Français", "voices": voices_fr, "default_voice": "fr_0", "model_id": "v3_fr"},
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"de": {"label": "Deutsch", "voices": voices_de, "default_voice": "eva_k", "model_id": "v3_de"},
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"ru": {"label": "русский", "voices": voices_ru, "default_voice": "aidar", "model_id": "ru_v3"},
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"ua": {"label": "українська", "voices": voices_ua, "default_voice": "mykyta", "model_id": "v3_ua"},
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"uz": {"label": "Oʻzbekcha", "voices": voices_uz, "default_voice": "dilnavoz", "model_id": "v3_uz"},
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}
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voice_pitches = ['x-low', 'low', 'medium', 'high', 'x-high']
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voice_speeds = ['x-slow', 'slow', 'medium', 'fast', 'x-fast']
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# Used for making text xml compatible, needed for voice pitch and speed control
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table = str.maketrans({
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"<": "<",
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">": ">",
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"&": "&",
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"'": "'",
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'"': """,
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})
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def xmlesc(txt):
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return txt.translate(table)
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def load_model():
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torch_cache_path = torch.hub.get_dir() if params['local_cache_path'] == '' else params['local_cache_path']
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model_path = torch_cache_path + "/snakers4_silero-models_master/src/silero/model/" + params['model_id'] + ".pt"
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if Path(model_path).is_file():
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print(f'\nUsing Silero TTS cached checkpoint found at {torch_cache_path}')
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model, example_text = torch.hub.load(repo_or_dir=torch_cache_path + '/snakers4_silero-models_master/', model='silero_tts', language=params['language'], speaker=params['model_id'], source='local', path=model_path, force_reload=True)
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else:
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print(f'\nSilero TTS cache not found at {torch_cache_path}. Attempting to download...')
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model, example_text = torch.hub.load(repo_or_dir='snakers4/silero-models', model='silero_tts', language=params['language'], speaker=params['model_id'])
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model.to(params['device'])
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return model
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def remove_tts_from_history(history):
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for i, entry in enumerate(history['internal']):
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history['visible'][i] = [history['visible'][i][0], entry[1]]
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return history
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def toggle_text_in_history(history):
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for i, entry in enumerate(history['visible']):
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visible_reply = entry[1]
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if visible_reply.startswith('<audio'):
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if params['show_text']:
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reply = history['internal'][i][1]
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history['visible'][i] = [history['visible'][i][0], f"{visible_reply.split('</audio>')[0]}</audio>\n\n{reply}"]
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else:
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history['visible'][i] = [history['visible'][i][0], f"{visible_reply.split('</audio>')[0]}</audio>"]
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return history
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def state_modifier(state):
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if not params['activate']:
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return state
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state['stream'] = False
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return state
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def input_modifier(string, state):
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if not params['activate']:
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return string
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shared.processing_message = "*Is recording a voice message...*"
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return string
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def history_modifier(history):
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# Remove autoplay from the last reply
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if len(history['internal']) > 0:
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history['visible'][-1] = [
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history['visible'][-1][0],
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history['visible'][-1][1].replace('controls autoplay>', 'controls>')
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]
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return history
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def output_modifier(string, state):
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global model, current_params, streaming_state
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for i in params:
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if params[i] != current_params[i]:
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model = load_model()
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current_params = params.copy()
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break
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if not params['activate']:
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return string
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original_string = string
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string = tts_preprocessor.preprocess(html.unescape(string))
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if string == '':
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string = '*Empty reply, try regenerating*'
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else:
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output_file = Path(f'extensions/silero_tts/outputs/{state["character_menu"]}_{int(time.time())}.wav')
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prosody = '<prosody rate="{}" pitch="{}">'.format(params['voice_speed'], params['voice_pitch'])
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silero_input = f'<speak>{prosody}{xmlesc(string)}</prosody></speak>'
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model.save_wav(ssml_text=silero_input, speaker=params['speaker'], sample_rate=int(params['sample_rate']), audio_path=str(output_file))
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autoplay = 'autoplay' if params['autoplay'] else ''
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string = f'<audio src="file/{output_file.as_posix()}" controls {autoplay}></audio>'
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if params['show_text']:
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string += f'\n\n{original_string}'
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shared.processing_message = "*Is typing...*"
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return string
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def setup():
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global model
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model = load_model()
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def random_sentence():
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with open(Path("extensions/silero_tts/harvard_sentences.txt")) as f:
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return random.choice(list(f))
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def voice_preview(preview_text):
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global model, current_params, streaming_state
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for i in params:
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if params[i] != current_params[i]:
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model = load_model()
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current_params = params.copy()
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break
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string = tts_preprocessor.preprocess(preview_text or random_sentence())
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output_file = Path('extensions/silero_tts/outputs/voice_preview.wav')
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prosody = f"<prosody rate=\"{params['voice_speed']}\" pitch=\"{params['voice_pitch']}\">"
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silero_input = f'<speak>{prosody}{xmlesc(string)}</prosody></speak>'
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model.save_wav(ssml_text=silero_input, speaker=params['speaker'], sample_rate=int(params['sample_rate']), audio_path=str(output_file))
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return f'<audio src="file/{output_file.as_posix()}?{int(time.time())}" controls autoplay></audio>'
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def language_change(lang):
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global params
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lang_code = list(languages.keys())[lang]
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params.update({"language": lang_code, "speaker": languages[lang_code]["default_voice"], "model_id": languages[lang_code]["model_id"]})
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return gr.update(choices=languages[lang_code]["voices"], value=languages[lang_code]["default_voice"])
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def custom_css():
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path_to_css = Path(__file__).parent.resolve() / 'style.css'
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return open(path_to_css, 'r').read()
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def ui():
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# Gradio elements
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with gr.Accordion("Silero TTS"):
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with gr.Row():
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activate = gr.Checkbox(value=params['activate'], label='Activate TTS')
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autoplay = gr.Checkbox(value=params['autoplay'], label='Play TTS automatically')
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show_text = gr.Checkbox(value=params['show_text'], label='Show message text under audio player')
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with gr.Row():
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language = gr.Dropdown(value=languages[params['language']]["label"], choices=[v["label"] for _, v in languages.items()], label='Language', type="index")
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voice = gr.Dropdown(value=params['speaker'], choices=voices_en, label='TTS voice')
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with gr.Row():
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v_pitch = gr.Dropdown(value=params['voice_pitch'], choices=voice_pitches, label='Voice pitch')
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v_speed = gr.Dropdown(value=params['voice_speed'], choices=voice_speeds, label='Voice speed')
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with gr.Row():
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preview_text = gr.Text(show_label=False, placeholder="Preview text", elem_id="silero_preview_text")
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preview_play = gr.Button("Preview")
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preview_audio = gr.HTML(visible=False)
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with gr.Row():
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convert = gr.Button('Permanently replace audios with the message texts')
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convert_cancel = gr.Button('Cancel', visible=False)
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convert_confirm = gr.Button('Confirm (cannot be undone)', variant="stop", visible=False)
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# Convert history with confirmation
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convert_arr = [convert_confirm, convert, convert_cancel]
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convert.click(lambda: [gr.update(visible=True), gr.update(visible=False), gr.update(visible=True)], None, convert_arr)
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convert_confirm.click(
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lambda: [gr.update(visible=False), gr.update(visible=True), gr.update(visible=False)], None, convert_arr).then(
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remove_tts_from_history, gradio('history'), gradio('history')).then(
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chat.save_history, gradio('history', 'unique_id', 'character_menu', 'mode'), None).then(
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chat.redraw_html, gradio(ui_chat.reload_arr), gradio('display'))
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convert_cancel.click(lambda: [gr.update(visible=False), gr.update(visible=True), gr.update(visible=False)], None, convert_arr)
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# Toggle message text in history
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show_text.change(
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lambda x: params.update({"show_text": x}), show_text, None).then(
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toggle_text_in_history, gradio('history'), gradio('history')).then(
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chat.save_history, gradio('history', 'unique_id', 'character_menu', 'mode'), None).then(
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chat.redraw_html, gradio(ui_chat.reload_arr), gradio('display'))
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# Event functions to update the parameters in the backend
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activate.change(lambda x: params.update({"activate": x}), activate, None)
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autoplay.change(lambda x: params.update({"autoplay": x}), autoplay, None)
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language.change(language_change, language, voice, show_progress=False)
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voice.change(lambda x: params.update({"speaker": x}), voice, None)
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v_pitch.change(lambda x: params.update({"voice_pitch": x}), v_pitch, None)
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v_speed.change(lambda x: params.update({"voice_speed": x}), v_speed, None)
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# Play preview
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preview_text.submit(voice_preview, preview_text, preview_audio)
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preview_play.click(voice_preview, preview_text, preview_audio)
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