下载代码
git clone https://github.com/2noise/ChatTTS.git
下载endpoint并上传:
https://huggingface.co/2Noise/ChatTTS/tree/main
将上面下载的文件上传到服务器上
修改webui.py 更改为本地模型地址
import os
import random
import argparseimport torch
import gradio as gr
import numpy as npimport ChatTTSdef generate_seed():new_seed = random.randint(1, 100000000)return {"__type__": "update","value": new_seed}def generate_audio(text, temperature, top_P, top_K, audio_seed_input, text_seed_input, refine_text_flag):torch.manual_seed(audio_seed_input)rand_spk = chat.sample_random_speaker()params_infer_code = {'spk_emb': rand_spk, 'temperature': temperature,'top_P': top_P,'top_K': top_K,}params_refine_text = {'prompt': '[oral_2][laugh_0][break_6]'}torch.manual_seed(text_seed_input)if refine_text_flag:text = chat.infer(text, skip_refine_text=False,refine_text_only=True,params_refine_text=params_refine_text,params_infer_code=params_infer_code)wav = chat.infer(text, skip_refine_text=True, params_refine_text=params_refine_text, params_infer_code=params_infer_code)audio_data = np.array(wav[0]).flatten()sample_rate = 24000text_data = text[0] if isinstance(text, list) else textreturn [(sample_rate, audio_data), text_data]def main():with gr.Blocks() as demo:gr.Markdown("# ChatTTS Webui")gr.Markdown("ChatTTS Model: [2noise/ChatTTS](https://github.com/2noise/ChatTTS)")default_text = "四川美食确实以辣闻名,但也有不辣的选择。比如甜水面、赖汤圆、蛋烘糕、叶儿粑等,这些小吃口味温和,甜而不腻,也很受欢迎。" text_input = gr.Textbox(label="Input Text", lines=4, placeholder="Please Input Text...", value=default_text)with gr.Row():refine_text_checkbox = gr.Checkbox(label="Refine text", value=True)temperature_slider = gr.Slider(minimum=0.00001, maximum=1.0, step=0.00001, value=0.3, label="Audio temperature")top_p_slider = gr.Slider(minimum=0.1, maximum=0.9, step=0.05, value=0.7, label="top_P")top_k_slider = gr.Slider(minimum=1, maximum=20, step=1, value=20, label="top_K")with gr.Row():audio_seed_input = gr.Number(value=2, label="Audio Seed")generate_audio_seed = gr.Button("\U0001F3B2")text_seed_input = gr.Number(value=42, label="Text Seed")generate_text_seed = gr.Button("\U0001F3B2")generate_button = gr.Button("Generate")text_output = gr.Textbox(label="Output Text", interactive=False)audio_output = gr.Audio(label="Output Audio")generate_audio_seed.click(generate_seed, inputs=[], outputs=audio_seed_input)generate_text_seed.click(generate_seed, inputs=[], outputs=text_seed_input)generate_button.click(generate_audio, inputs=[text_input, temperature_slider, top_p_slider, top_k_slider, audio_seed_input, text_seed_input, refine_text_checkbox], outputs=[audio_output, text_output])parser = argparse.ArgumentParser(description='ChatTTS demo Launch')parser.add_argument('--server_name', type=str, default='0.0.0.0', help='Server name')parser.add_argument('--server_port', type=int, default=8080, help='Server port')parser.add_argument('--local_path', type=str, default=None, help='the local_path if need')args = parser.parse_args()print("loading ChatTTS model...")global chatchat = ChatTTS.Chat()print('local model path:', args.local_path)chat.load_models('local', local_path="/root/workspace/chattts/ChatTTS/ChatTTS")demo.launch(server_name=args.server_name, server_port=args.server_port, inbrowser=True)if __name__ == '__main__':main()
或者直接用命令运行:
python webui.py --local_path /root/workspace/chattts/ChatTTS/ChatTTS