|
|
@@ -0,0 +1,79 @@
|
|
|
+import asyncio
|
|
|
+from pathlib import Path
|
|
|
+
|
|
|
+import torch
|
|
|
+
|
|
|
+torch._C._jit_set_profiling_mode(False)
|
|
|
+
|
|
|
+params = {
|
|
|
+ 'speaker': 'en_21',
|
|
|
+ 'language': 'en',
|
|
|
+ 'model_id': 'v3_en',
|
|
|
+ 'sample_rate': 48000,
|
|
|
+ 'device': 'cpu',
|
|
|
+}
|
|
|
+current_params = params.copy()
|
|
|
+wav_idx = 0
|
|
|
+
|
|
|
+def load_model():
|
|
|
+ model, example_text = torch.hub.load(repo_or_dir='snakers4/silero-models', model='silero_tts', language=params['language'], speaker=params['model_id'])
|
|
|
+ model.to(params['device'])
|
|
|
+ return model
|
|
|
+model = load_model()
|
|
|
+
|
|
|
+def remove_surrounded_chars(string):
|
|
|
+ new_string = ""
|
|
|
+ in_star = False
|
|
|
+ for char in string:
|
|
|
+ if char == '*':
|
|
|
+ in_star = not in_star
|
|
|
+ elif not in_star:
|
|
|
+ new_string += char
|
|
|
+ return new_string
|
|
|
+
|
|
|
+def input_modifier(string):
|
|
|
+ """
|
|
|
+ This function is applied to your text inputs before
|
|
|
+ they are fed into the model.
|
|
|
+ """
|
|
|
+
|
|
|
+ return string
|
|
|
+
|
|
|
+def output_modifier(string):
|
|
|
+ """
|
|
|
+ This function is applied to the model outputs.
|
|
|
+ """
|
|
|
+
|
|
|
+ global wav_idx, model, current_params
|
|
|
+
|
|
|
+ for i in params:
|
|
|
+ if params[i] != current_params[i]:
|
|
|
+ model = load_model()
|
|
|
+ current_params = params.copy()
|
|
|
+ break
|
|
|
+
|
|
|
+ string = remove_surrounded_chars(string)
|
|
|
+ string = string.replace('"', '')
|
|
|
+ string = string.replace('“', '')
|
|
|
+ string = string.replace('\n', ' ')
|
|
|
+ string = string.strip()
|
|
|
+
|
|
|
+ if string == '':
|
|
|
+ string = 'empty reply, try regenerating'
|
|
|
+
|
|
|
+ output_file = Path(f'extensions/silero_tts/outputs/{wav_idx:06d}.wav')
|
|
|
+ audio = model.save_wav(text=string, speaker=params['speaker'], sample_rate=int(params['sample_rate']), audio_path=str(output_file))
|
|
|
+
|
|
|
+ string = f'<audio src="file/{output_file.as_posix()}" controls></audio>'
|
|
|
+ wav_idx += 1
|
|
|
+
|
|
|
+ return string
|
|
|
+
|
|
|
+def bot_prefix_modifier(string):
|
|
|
+ """
|
|
|
+ This function is only applied in chat mode. It modifies
|
|
|
+ the prefix text for the Bot and can be used to bias its
|
|
|
+ behavior.
|
|
|
+ """
|
|
|
+
|
|
|
+ return string
|