{"id":59812,"date":"2025-09-25T16:32:27","date_gmt":"2025-09-25T08:32:27","guid":{"rendered":"https:\/\/www.kdjingpai.com\/?p=59812"},"modified":"2025-09-25T16:32:27","modified_gmt":"2025-09-25T08:32:27","slug":"fireredtts-2","status":"publish","type":"post","link":"https:\/\/www.kdjingpai.com\/pt\/fireredtts-2\/","title":{"rendered":"FireRedTTS-2\uff1a\u5f00\u6e90\u514d\u8d39\u53ef\u5546\u7528\u7684AI\u751f\u6210\u591a\u4eba\u97f3\u9891\u64ad\u5ba2\u7cfb\u7edf"},"content":{"rendered":"<p>FireRedTTS-2 \u662f\u4e00\u4e2a\u4e13\u4e3a\u751f\u6210\u591a\u8bf4\u8bdd\u4eba\u957f\u5bf9\u8bdd\u800c\u8bbe\u8ba1\u7684\u6587\u672c\u8f6c\u8bed\u97f3\uff08TTS\uff09\u7cfb\u7edf\u3002\u5b83\u91c7\u7528\u6d41\u5f0f\u6280\u672f\uff0c\u80fd\u591f\u5b9e\u73b0\u4f4e\u5ef6\u8fdf\u7684\u8bed\u97f3\u8f93\u51fa\uff0c\u4f7f\u5f97\u5bf9\u8bdd\u751f\u6210\u8fc7\u7a0b\u65e2\u5feb\u901f\u53c8\u81ea\u7136\u3002\u8be5\u7cfb\u7edf\u7684\u6838\u5fc3\u4f18\u52bf\u5728\u4e8e\u80fd\u591f\u5904\u7406\u957f\u8fbe\u6570\u5206\u949f\u7684\u5bf9\u8bdd\u5185\u5bb9\uff0c\u5e76\u652f\u6301\u591a\u4e2a\u865a\u62df\u8bf4\u8bdd\u4eba\u4e4b\u95f4\u7684\u6d41\u7545\u5207\u6362\uff0c\u540c\u65f6\u4fdd\u6301\u4e0a\u4e0b\u6587\u7684\u97f5\u5f8b\u548c\u60c5\u611f\u8fde\u8d2f\u6027\u3002FireRedTTS-2 \u652f\u6301\u5305\u62ec\u4e2d\u6587\u3001\u82f1\u6587\u3001\u65e5\u6587\u5728\u5185\u7684\u591a\u79cd\u8bed\u8a00\uff0c\u5e76\u4e14\u5177\u5907\u96f6\u6837\u672c\uff08zero-shot\uff09\u58f0\u97f3\u514b\u9686\u529f\u80fd\uff0c\u7528\u6237\u53ef\u4ee5\u8f7b\u677e\u514b\u9686\u4efb\u4f55\u8bed\u8a00\u7684\u97f3\u8272\uff0c\u751a\u81f3\u5728\u4e0d\u540c\u8bed\u8a00\u95f4\u8fdb\u884c\u5207\u6362\u3002\u6b64\u5916\uff0c\u7cfb\u7edf\u8fd8\u63d0\u4f9b\u968f\u673a\u97f3\u8272\u751f\u6210\u529f\u80fd\uff0c\u53ef\u7528\u4e8e\u751f\u6210\u5927\u91cf\u591a\u6837\u7684\u8bed\u97f3\u6570\u636e\u3002\u4e3a\u4e86\u65b9\u4fbf\u7528\u6237\u4f7f\u7528\uff0c\u8be5\u9879\u76ee\u63d0\u4f9b\u4e86\u4e00\u4e2a\u7b80\u5355\u7684\u7f51\u9875\u754c\u9762\uff08Web UI\uff09\uff0c\u8ba9\u4e0d\u719f\u6089\u7f16\u7a0b\u7684\u7528\u6237\u4e5f\u80fd\u5feb\u901f\u4e0a\u624b\u3002<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-59813\" src=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/09\/909df6ba1ff48d5.png\" alt=\"\" width=\"1080\" height=\"440\" srcset=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/09\/909df6ba1ff48d5.png 1080w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/09\/909df6ba1ff48d5-18x7.png 18w\" sizes=\"auto, (max-width: 1080px) 100vw, 1080px\" \/><\/p>\n<p>&nbsp;<\/p>\n<h2>\u529f\u80fd\u5217\u8868<\/h2>\n<ul>\n<li><strong>\u957f\u5bf9\u8bdd\u751f\u6210<\/strong>: \u652f\u6301\u957f\u8fbe3\u5206\u949f\u3001\u5305\u542b4\u4e2a\u4e0d\u540c\u8bf4\u8bdd\u4eba\u7684\u5bf9\u8bdd\u751f\u6210\uff0c\u5e76\u53ef\u901a\u8fc7\u6269\u5c55\u8bad\u7ec3\u6570\u636e\u6765\u652f\u6301\u66f4\u957f\u7684\u5bf9\u8bdd\u548c\u66f4\u591a\u7684\u8bf4\u8bdd\u4eba\u3002<\/li>\n<li><strong>\u591a\u8bed\u8a00\u652f\u6301<\/strong>: \u652f\u6301\u82f1\u8bed\u3001\u4e2d\u6587\u3001\u65e5\u8bed\u3001\u97e9\u8bed\u3001\u6cd5\u8bed\u3001\u5fb7\u8bed\u548c\u4fc4\u8bed\u7684\u8bed\u97f3\u5408\u6210\u3002<\/li>\n<li><strong>\u96f6\u6837\u672c\u58f0\u97f3\u514b\u9686<\/strong>: \u65e0\u9700\u8bad\u7ec3\u5373\u53ef\u514b\u9686\u6307\u5b9a\u7684\u58f0\u97f3\uff0c\u652f\u6301\u8de8\u8bed\u8a00\u548c\u6df7\u5408\u8bed\u8a00\u573a\u666f\u7684\u58f0\u97f3\u514b\u9686\u3002<\/li>\n<li><strong>\u8d85\u4f4e\u5ef6\u8fdf<\/strong>: \u57fa\u4e8e\u65b0\u768412.5Hz\u6d41\u5f0f\u8bed\u97f3\u5206\u8bcd\u5668\u548c\u53ccTransformer\u67b6\u6784\uff0c\u5b9e\u73b0\u4e86\u53e5\u95f4\u6d41\u5f0f\u751f\u6210\uff0c\u9996\u6b21\u54cd\u5e94\u5ef6\u8fdf\u4f4e\u81f3140\u6beb\u79d2\u3002<\/li>\n<li><strong>\u9ad8\u7a33\u5b9a\u6027<\/strong>: \u5728\u5355\u4eba\u72ec\u767d\u548c\u591a\u4eba\u5bf9\u8bdd\u6d4b\u8bd5\u4e2d\uff0c\u5747\u8868\u73b0\u51fa\u9ad8\u58f0\u97f3\u76f8\u4f3c\u5ea6\u548c\u4f4e\u9519\u8bef\u7387\u3002<\/li>\n<li><strong>\u968f\u673a\u97f3\u8272\u751f\u6210<\/strong>: \u53ef\u7528\u4e8e\u5feb\u901f\u751f\u6210\u591a\u6837\u5316\u7684\u8bed\u97f3\u6570\u636e\uff0c\u9002\u7528\u4e8e\u8bed\u97f3\u8bc6\u522b\u6a21\u578b\uff08ASR\uff09\u6216\u8bed\u97f3\u4ea4\u4e92\u7cfb\u7edf\u7684\u8bad\u7ec3\u3002<\/li>\n<li><strong>\u63d0\u4f9b\u7f51\u9875\u7528\u6237\u754c\u9762<\/strong>: \u5185\u7f6e\u4e00\u4e2a\u6613\u4e8e\u4f7f\u7528\u7684\u7f51\u9875\u754c\u9762\uff0c\u652f\u6301\u58f0\u97f3\u514b\u9686\u548c\u968f\u673a\u97f3\u8272\u4e24\u79cd\u6a21\u5f0f\uff0c\u7b80\u5316\u4e86\u64cd\u4f5c\u6d41\u7a0b\u3002<\/li>\n<\/ul>\n<h2>\u4f7f\u7528\u5e2e\u52a9<\/h2>\n<p>FireRedTTS-2 \u7684\u5b89\u88c5\u548c\u4f7f\u7528\u6d41\u7a0b\u76f8\u5bf9\u76f4\u63a5\uff0c\u4e3b\u8981\u5206\u4e3a\u73af\u5883\u914d\u7f6e\u3001\u6a21\u578b\u4e0b\u8f7d\u548c\u6267\u884c\u751f\u6210\u4efb\u52a1\u4e09\u4e2a\u6b65\u9aa4\u3002\u4ee5\u4e0b\u662f\u8be6\u7ec6\u7684\u64cd\u4f5c\u6307\u5357\u3002<\/p>\n<h3>1. \u73af\u5883\u5b89\u88c5<\/h3>\n<p>\u9996\u5148\u9700\u8981\u514b\u9686\u9879\u76ee\u7684\u4ee3\u7801\u5e93\uff0c\u5e76\u521b\u5efa\u4e00\u4e2a\u72ec\u7acb\u7684 Conda \u73af\u5883\u6765\u7ba1\u7406\u9879\u76ee\u6240\u9700\u7684\u4f9d\u8d56\uff0c\u4ee5\u907f\u514d\u4e0e\u7cfb\u7edf\u4e2d\u5176\u4ed6 Python \u9879\u76ee\u4ea7\u751f\u51b2\u7a81\u3002<\/p>\n<p><strong>\u7b2c\u4e00\u6b65\uff1a\u514b\u9686\u4ee3\u7801\u5e93<\/strong><br \/>\n\u6253\u5f00\u7ec8\u7aef\uff08Terminal\uff09\uff0c\u8fdb\u5165\u4f60\u5e0c\u671b\u5b58\u653e\u9879\u76ee\u7684\u6587\u4ef6\u5939\uff0c\u7136\u540e\u6267\u884c\u4ee5\u4e0b git \u547d\u4ee4\uff1a<\/p>\n<pre><code>git clone https:\/\/github.com\/FireRedTeam\/FireRedTTS2.git\r\ncd FireRedTTS2\r\n<\/code><\/pre>\n<p><strong>\u7b2c\u4e8c\u6b65\uff1a\u521b\u5efa\u5e76\u6fc0\u6d3b Conda \u73af\u5883<\/strong><br \/>\n\u63a8\u8350\u4f7f\u7528 Python 3.11 \u7248\u672c\u3002\u6267\u884c\u4ee5\u4e0b\u547d\u4ee4\u521b\u5efa\u65b0\u7684 Conda \u73af\u5883\uff1a<\/p>\n<pre><code>conda create --name fireredtts2 python=3.11\r\nconda activate fireredtts2\r\n<\/code><\/pre>\n<p><strong>\u7b2c\u4e09\u6b65\uff1a\u5b89\u88c5 PyTorch<\/strong><br \/>\n\u9879\u76ee\u4f9d\u8d56\u7279\u5b9a\u7248\u672c\u7684 PyTorch\uff0c\u5e76\u4e14\u9700\u8981\u4e0e\u4f60\u7684 CUDA \u7248\u672c\u5339\u914d\u3002\u5982\u679c\u4f60\u7684\u8bbe\u5907\u652f\u6301 CUDA 12.6\uff0c\u53ef\u4ee5\u76f4\u63a5\u4f7f\u7528\u4ee5\u4e0b\u547d\u4ee4\u5b89\u88c5\uff1a<\/p>\n<pre><code>pip install torch==2.7.1 torchvision==0.22.1 torchaudio==2.7.1 --index-url https:\/\/download.pytorch.org\/whl\/cu126\r\n<\/code><\/pre>\n<p>\u5982\u679c\u4f60\u7684 CUDA \u7248\u672c\u4e0d\u540c\uff0c\u8bf7\u524d\u5f80 PyTorch \u5b98\u7f51\u67e5\u627e\u5bf9\u5e94\u7684\u5b89\u88c5\u547d\u4ee4\u3002<\/p>\n<p><strong>\u7b2c\u56db\u6b65\uff1a\u5b89\u88c5\u5176\u4ed6\u4f9d\u8d56\u9879<\/strong><br \/>\n\u6700\u540e\uff0c\u5b89\u88c5\u9879\u76ee\u5b9a\u4e49\u7684\u5176\u4ed6 Python \u5e93\uff1a<\/p>\n<pre><code>pip install -e .\r\npip install -r requirements.txt```\r\n### 2. \u6a21\u578b\u4e0b\u8f7d\r\nFireRedTTS-2 \u7684\u9884\u8bad\u7ec3\u6a21\u578b\u5b58\u653e\u5728 Hugging Face \u4e0a\uff0c\u9700\u8981\u4f7f\u7528 `git lfs` \u5de5\u5177\u6765\u4e0b\u8f7d\u3002\r\n\u9996\u5148\u786e\u4fdd\u4f60\u5df2\u7ecf\u5b89\u88c5\u4e86 `git lfs`\uff0c\u7136\u540e\u6267\u884c\u4ee5\u4e0b\u547d\u4ee4\uff1a\r\n```bash\r\ngit lfs install\r\ngit clone https:\/\/huggingface.co\/FireRedTeam\/FireRedTTS2 pretrained_models\/FireRedTTS2\r\n<\/code><\/pre>\n<p>\u8fd9\u4e2a\u547d\u4ee4\u4f1a\u5c06\u6a21\u578b\u6587\u4ef6\u4e0b\u8f7d\u5230\u9879\u76ee\u6839\u76ee\u5f55\u4e0b\u7684\u00a0<code>pretrained_models\/FireRedTTS2<\/code>\u00a0\u6587\u4ef6\u5939\u5185\u3002<\/p>\n<h3>3. \u529f\u80fd\u64cd\u4f5c<\/h3>\n<p>FireRedTTS-2 \u63d0\u4f9b\u4e24\u79cd\u4e3b\u8981\u7684\u4f7f\u7528\u65b9\u5f0f\uff1a\u901a\u8fc7\u7f51\u9875\u7528\u6237\u754c\u9762\uff08Web UI\uff09\u6216\u901a\u8fc7\u7f16\u5199 Python \u811a\u672c\u3002<\/p>\n<h4><strong>\u65b9\u5f0f\u4e00\uff1a\u4f7f\u7528\u7f51\u9875\u7528\u6237\u754c\u9762 (Web UI)<\/strong><\/h4>\n<p>\u8fd9\u662f\u6700\u7b80\u5355\u76f4\u89c2\u7684\u65b9\u5f0f\uff0c\u9002\u5408\u5feb\u901f\u4f53\u9a8c\u548c\u751f\u6210\u5bf9\u8bdd\u3002<\/p>\n<p>\u5728\u7ec8\u7aef\u4e2d\uff0c\u786e\u4fdd\u4f60\u5904\u4e8e\u00a0<code>fireredtts2<\/code>\u00a0Conda \u73af\u5883\u4e0b\uff0c\u5e76\u4f4d\u4e8e\u9879\u76ee\u6839\u76ee\u5f55\uff0c\u7136\u540e\u6267\u884c\u4ee5\u4e0b\u547d\u4ee4\uff1a<\/p>\n<pre><code>python gradio_demo.py --pretrained-dir \".\/pretrained_models\/FireRedTTS2\"\r\n<\/code><\/pre>\n<p>\u7a0b\u5e8f\u6210\u529f\u8fd0\u884c\u540e\uff0c\u7ec8\u7aef\u4f1a\u663e\u793a\u4e00\u4e2a\u672c\u5730\u7f51\u5740\uff08\u901a\u5e38\u662f\u00a0<code>http:\/\/127.0.0.1:7860<\/code>\uff09\u3002\u5728\u6d4f\u89c8\u5668\u4e2d\u6253\u5f00\u8fd9\u4e2a\u7f51\u5740\uff0c\u5373\u53ef\u770b\u5230\u64cd\u4f5c\u754c\u9762\u3002\u5728\u754c\u9762\u4e2d\uff0c\u4f60\u53ef\u4ee5\u8f93\u5165\u4e0d\u540c\u8bf4\u8bdd\u4eba\u7684\u6587\u672c\uff0c\u4e0a\u4f20\u7528\u4e8e\u58f0\u97f3\u514b\u9686\u7684\u97f3\u9891\u6837\u672c\uff0c\u6216\u8005\u9009\u62e9\u968f\u673a\u751f\u6210\u58f0\u97f3\uff0c\u7136\u540e\u70b9\u51fb\u751f\u6210\u6309\u94ae\u5373\u53ef\u5f97\u5230\u5408\u6210\u7684\u5bf9\u8bdd\u97f3\u9891\u3002<\/p>\n<h4><strong>\u65b9\u5f0f\u4e8c\uff1a\u4f7f\u7528 Python \u811a\u672c<\/strong><\/h4>\n<p>\u8fd9\u79cd\u65b9\u5f0f\u66f4\u52a0\u7075\u6d3b\uff0c\u9002\u5408\u96c6\u6210\u5230\u5176\u4ed6\u9879\u76ee\u4e2d\u3002<\/p>\n<p><strong>1. \u751f\u6210\u591a\u4eba\u5bf9\u8bdd<\/strong><br \/>\n\u4ee5\u4e0b\u662f\u4e00\u4e2a\u751f\u6210\u4e24\u4eba\u5bf9\u8bdd\u7684\u793a\u4f8b\u4ee3\u7801\u3002\u4f60\u9700\u8981\u51c6\u5907\u597d\u6bcf\u4e2a\u8bf4\u8bdd\u4eba\u7684\u6587\u672c\uff0c\u4ee5\u53ca\u7528\u4e8e\u58f0\u97f3\u514b\u9686\u7684\u97f3\u9891\u6587\u4ef6\u548c\u5bf9\u5e94\u7684\u6587\u672c\u3002<\/p>\n<pre><code>import torch\r\nimport torchaudio\r\nfrom fireredtts2.fireredtts2 import FireRedTTS2\r\n# \u8bbe\u7f6e\u8fd0\u884c\u8bbe\u5907\r\ndevice = \"cuda\"\r\n# \u521d\u59cb\u5316\u6a21\u578b\r\nfireredtts2 = FireRedTTS2(\r\npretrained_dir=\".\/pretrained_models\/FireRedTTS2\",\r\ngen_type=\"dialogue\",\r\ndevice=device,\r\n)\r\n# \u5b9a\u4e49\u5bf9\u8bdd\u6587\u672c\u5217\u8868\uff0c[S1] \u548c [S2] \u4ee3\u8868\u4e0d\u540c\u7684\u8bf4\u8bdd\u4eba\r\ntext_list = [\r\n\"[S1]\u90a3\u53ef\u80fd\u8bf4\u5bf9\u5bf9\uff0c\u6ca1\u6709\u53bb\u8fc7\u7f8e\u56fd\u6765\u8bf4\u53bb\u53bb\u770b\u5230\u7f8e\u56fd\u7ebf\u4e0b\u3002\u5df4\u65af\u66fc\u4e5f\u597d\uff0c\u6c83\u5c14\u739b\u4e5f\u597d\uff0c\u4ed6\u4eec\u7ebf\u4e0b\u4e0d\u7ba1\u8bf4\uff0c\u56e0\u4e3a\u6df1\u5733\u51fa\u53bb\u7684\u8fd8\u662f\u7535\u5b50\u5468\u8fb9\u7684\u4f1a\u8868\u8fbe\uff0c\u4f1a\u53d1\u73b0\u54c7\u5bf9\u8fd9\u4e2a\u4ef7\u683c\u771f\u7684\u662f\u5f88\u9ad8\u5440\u3002\",\r\n\"[S2]\u5bf9\uff0c\u6ca1\u9519\uff0c\u6211\u6bcf\u6b21\u90fd\u89c9\u5f97\u4e0d\u4e0d\u53ef\u601d\u8bae\u3002\u6211\u4ec0\u4e48\u4eba\u4f1a\u4e70\u4e09\u4e94\u5341\u7f8e\u91d1\u7684\u624b\u673a\u58f3\uff1f\u4f46\u662f\u5176\u5b9e\u5728\u5728\u90a3\u4e2atarget\u554a\uff0c\u5c31\u5854\u5409\u7279\u8fd9\u79cd\u8d85\u7ea7\u5e02\u573a\uff0c\u5927\u5bb6\u90fd\u662f\u8fd9\u6837\u7684\uff0c\u5b9a\u4ef7\u4e5f\u5f88\u591a\u4eba\u4e70\u3002\",\r\n\"[S1]\u5bf9\u5bf9\uff0c\u90a3\u8fd9\u6837\u6211\u4eec\u518d\u53bb\u770b\u8bf4\u4e9a\u9a6c\u900a\u4e0a\u9762\u5356\u5356\u5356\u624b\u673a\u58f3\u4e5f\u597d\u554a\uff0c\u8d34\u819c\u4e5f\u597d\uff0c\u8fd8\u5305\u62ec\u8bf4\u8f66\u7a97\u4e5f\u597d\uff0c\u5404\u79cd\u7ebf\u6750\u4e5f\u597d\uff0c\u5927\u6982\u5c31\u662f\u4e03\u5757\u4e5d\u4e5d\u6216\u8005\u8bf4\u554a\u516b\u5757\u4e5d\u4e5d\uff0c\u8fd9\u4e2a\u4ef7\u683c\u624d\u662f\u5356\u7684\u6700\u591a\u7684\u554a\u3002\",\r\n\"[S2]\u90a3\u6bd4\u5982\u8bf4\u5443\u9664\u4e86\u8fd9\u4e2a\u53ef\u80fd\u53bb\u5230\u6d77\u5916\u8fd9\u4e2a\u8c03\u67e5\uff0c\u7136\u540e\u8fd9\u4e2a\u8c03\u7814\u8003\u5bdf\u90a3\u80af\u5b9a\u662f\u6700\u76f4\u63a5\u7684\u4e86\u3002\u90a3\u5e73\u65f6\u6211\u77e5\u9053\u4f60\u662f\u521a\u624d\u5efa\u7acb\u4e86\u4e00\u4e2a\u8fd9\u4e2a\u53eb\u505a\u5443rean\u7684\u8fd9\u6837\u7684\u4e00\u4e2a\u4e00\u4e2a\u64ad\u5ba2\uff0c\u5b83\u662f\u4e00\u4e2a\u82f1\u6587\u7684\u3002\",\r\n]\r\n# \u63d0\u4f9b\u7528\u4e8e\u514b\u9686\u58f0\u97f3\u7684\u97f3\u9891\u6587\u4ef6\u8def\u5f84\r\nprompt_wav_list = [\r\n\"examples\/chat_prompt\/zh\/S1.flac\",\r\n\"examples\/chat_prompt\/zh\/S2.flac\",\r\n]\r\n# \u63d0\u4f9b\u514b\u9686\u97f3\u9891\u5bf9\u5e94\u7684\u6587\u672c\r\nprompt_text_list = [\r\n\"[S1]\u554a\uff0c\u53ef\u80fd\u8bf4\u66f4\u9002\u5408\u7f8e\u56fd\u5e02\u573a\u5e94\u8be5\u662f\u4ec0\u4e48\u6837\u5b50\u3002\u90a3\u8fd9\u8fd9\u4e2a\u53ef\u80fd\u8bf4\u5f53\u7136\u5982\u679c\u8bf4\u6709\u6709\u673a\u4f1a\u80fd\u4eb2\u8eab\u7684\u53bb\u8003\u5bdf\u53bb\u4e86\u89e3\u4e00\u4e0b\uff0c\u90a3\u5f53\u7136\u662f\u6709\u66f4\u597d\u7684\u5e2e\u52a9\u3002\",\r\n\"[S2]\u6bd4\u5982\u5177\u4f53\u4e00\u70b9\u7684\uff0c\u4ed6\u89c9\u5f97\u6700\u5927\u7684\u4e00\u4e2a\u8ddf\u4ed6\u9884\u60f3\u7684\u4e0d\u4e00\u6837\u7684\u662f\u5728\u4ec0\u4e48\u5730\u65b9\u3002\",\r\n]\r\n# \u751f\u6210\u97f3\u9891\r\nall_audio = fireredtts2.generate_dialogue(\r\ntext_list=text_list,\r\nprompt_wav_list=prompt_wav_list,\r\nprompt_text_list=prompt_text_list,\r\ntemperature=0.9,\r\ntopk=30,\r\n)\r\n# \u4fdd\u5b58\u751f\u6210\u7684\u97f3\u9891\u6587\u4ef6\r\ntorchaudio.save(\"chat_clone.wav\", all_audio, 24000)\r\n<\/code><\/pre>\n<p><strong>2. \u751f\u6210\u5355\u4eba\u72ec\u767d<\/strong><br \/>\n\u4f60\u4e5f\u53ef\u4ee5\u7528\u5b83\u6765\u751f\u6210\u5355\u53e5\u6216\u5355\u6bb5\u7684\u72ec\u767d\uff0c\u5e76\u652f\u6301\u968f\u673a\u97f3\u8272\u6216\u58f0\u97f3\u514b\u9686\u3002<\/p>\n<pre><code>import torch\r\nimport torchaudio\r\nfrom fireredtts2.fireredtts2 import FireRedTTS2\r\ndevice = \"cuda\"\r\n# \u5f85\u5408\u6210\u7684\u6587\u672c\u5217\u8868\uff08\u652f\u6301\u591a\u8bed\u8a00\uff09\r\nlines = [\r\n\"Hello everyone, welcome to our newly launched FireRedTTS2.\",\r\n\"\u5982\u679c\u4f60\u538c\u5026\u4e86\u5343\u7bc7\u4e00\u5f8b\u7684AI\u97f3\u8272\uff0c\u90a3\u4e48\u672c\u9879\u76ee\u5c06\u4f1a\u6210\u4e3a\u4f60\u7edd\u4f73\u7684\u5de5\u5177\u3002\",\r\n\"\u30e9\u30f3\u30c0\u30e0\u306a\u8a71\u8005\u3068\u8a00\u8a9e\u3092\u9078\u629e\u3057\u3066\u5408\u6210\u3067\u304d\u307e\u3059\",\r\n]\r\n# \u521d\u59cb\u5316\u6a21\u578b\r\nfireredtts2 = FireRedTTS2(\r\npretrained_dir=\".\/pretrained_models\/FireRedTTS2\",\r\ngen_type=\"monologue\",\r\ndevice=device,\r\n)\r\n# \u4f7f\u7528\u968f\u673a\u97f3\u8272\u751f\u6210\r\nfor i, text in enumerate(lines):\r\naudio = fireredtts2.generate_monologue(text=text.strip())\r\ntorchaudio.save(f\"random_speaker_{i}.wav\", audio.cpu(), 24000)\r\n# \u4f7f\u7528\u58f0\u97f3\u514b\u9686\u751f\u6210\uff08\u9700\u8981\u63d0\u4f9b prompt_wav \u548c prompt_text\uff09\r\n# for i, text in enumerate(lines):\r\n#     audio = fireredtts2.generate_monologue(\r\n#         text=text.strip(),\r\n#         prompt_wav=\"&lt;path_to_your_wav&gt;\",\r\n#         prompt_text=\"&lt;text_of_your_wav&gt;\",\r\n#     )\r\n#     torchaudio.save(f\"cloned_voice_{i}.wav\", audio.cpu(), 24000)\r\n<\/code><\/pre>\n<h2>\u5e94\u7528\u573a\u666f<\/h2>\n<ol>\n<li><strong>\u64ad\u5ba2\u548c\u6709\u58f0\u4e66\u5236\u4f5c<\/strong><br \/>\n\u53ef\u4ee5\u5feb\u901f\u751f\u6210\u5305\u542b\u591a\u4e2a\u89d2\u8272\u7684\u5bf9\u8bdd\u5f0f\u64ad\u5ba2\u8282\u76ee\u6216\u6709\u58f0\u4e66\uff0c\u901a\u8fc7\u58f0\u97f3\u514b\u9686\u529f\u80fd\uff0c\u8fd8\u53ef\u4ee5\u6a21\u4eff\u7279\u5b9a\u4eba\u7269\u7684\u58f0\u97f3\u8fdb\u884c\u521b\u4f5c\u3002<\/li>\n<li><strong>\u667a\u80fd\u5ba2\u670d\u548c\u865a\u62df\u52a9\u624b<\/strong><br \/>\n\u4e3a\u804a\u5929\u673a\u5668\u4eba\u6216\u865a\u62df\u52a9\u624b\u8d4b\u4e88\u66f4\u52a0\u81ea\u7136\u548c\u4eba\u6027\u5316\u7684\u58f0\u97f3\uff0c\u901a\u8fc7\u4f4e\u5ef6\u8fdf\u7684\u6d41\u5f0f\u751f\u6210\uff0c\u63d0\u4f9b\u5b9e\u65f6\u7684\u8bed\u97f3\u4ea4\u4e92\u4f53\u9a8c\u3002<\/li>\n<li><strong>\u6e38\u620f\u548c\u52a8\u753b\u914d\u97f3<\/strong><br \/>\n\u5728\u6e38\u620f\u5f00\u53d1\u6216\u52a8\u753b\u5236\u4f5c\u4e2d\uff0c\u5feb\u901f\u4e3a\u5927\u91cf\u89d2\u8272\u751f\u6210\u914d\u97f3\uff0c\u6216\u5236\u4f5c\u4e34\u65f6\u7684\u5360\u4f4d\u97f3\u8f68\uff0c\u4ee5\u65b9\u4fbf\u5f00\u53d1\u8005\u548c\u8bbe\u8ba1\u5e08\u8fdb\u884c\u8c03\u8bd5\u3002<\/li>\n<li><strong>\u8bed\u97f3\u6570\u636e\u589e\u5f3a<\/strong><br \/>\n\u5229\u7528\u968f\u673a\u97f3\u8272\u751f\u6210\u529f\u80fd\uff0c\u53ef\u4ee5\u5927\u89c4\u6a21\u5730\u5236\u9020\u591a\u6837\u5316\u7684\u8bed\u97f3\u6570\u636e\uff0c\u7528\u4e8e\u8bad\u7ec3\u548c\u6539\u8fdb\u81ea\u52a8\u8bed\u97f3\u8bc6\u522b\uff08ASR\uff09\u6a21\u578b\u3002<\/li>\n<\/ol>\n<h2>QA<\/h2>\n<ol>\n<li><strong>FireRedTTS-2 \u652f\u6301\u54ea\u4e9b\u8bed\u8a00\uff1f<\/strong><br \/>\n\u76ee\u524d\u652f\u6301\u82f1\u8bed\u3001\u4e2d\u6587\u3001\u65e5\u8bed\u3001\u97e9\u8bed\u3001\u6cd5\u8bed\u3001\u5fb7\u8bed\u548c\u4fc4\u8bed\u3002<\/li>\n<li><strong>\u6211\u53ef\u4ee5\u4f7f\u7528\u81ea\u5df1\u7684\u58f0\u97f3\u6765\u751f\u6210\u97f3\u9891\u5417\uff1f<\/strong><br \/>\n\u53ef\u4ee5\u3002\u8be5\u7cfb\u7edf\u652f\u6301\u96f6\u6837\u672c\u58f0\u97f3\u514b\u9686\uff0c\u4f60\u53ea\u9700\u8981\u63d0\u4f9b\u4e00\u5c0f\u6bb5\u4f60\u7684\u58f0\u97f3\u6837\u672c\uff08\u97f3\u9891\u6587\u4ef6\uff09\u4ee5\u53ca\u5bf9\u5e94\u7684\u6587\u672c\uff0c\u5c31\u53ef\u4ee5\u514b\u9686\u4f60\u7684\u97f3\u8272\u6765\u751f\u6210\u65b0\u7684\u8bed\u97f3\u3002<\/li>\n<li><strong>\u751f\u6210\u8bed\u97f3\u7684\u5ef6\u8fdf\u9ad8\u5417\uff1f<\/strong><br \/>\n\u4e0d\u9ad8\u3002FireRedTTS-2 \u4e13\u4e3a\u4f4e\u5ef6\u8fdf\u573a\u666f\u8bbe\u8ba1\uff0c\u9996\u6b21\u54cd\u5e94\u5ef6\u8fdf\u53ef\u4ee5\u4f4e\u81f3140\u6beb\u79d2\uff0c\u975e\u5e38\u9002\u5408\u9700\u8981\u5b9e\u65f6\u8bed\u97f3\u53cd\u9988\u7684\u5e94\u7528\u3002<\/li>\n<li><strong>\u8be5\u9879\u76ee\u662f\u5426\u53ef\u4ee5\u514d\u8d39\u5546\u7528\uff1f<\/strong><br \/>\n\u8be5\u9879\u76ee\u57fa\u4e8e Apache-2.0 \u8bb8\u53ef\u8bc1\uff0c\u4f46\u5b98\u65b9\u7279\u522b\u58f0\u660e\uff0c\u58f0\u97f3\u514b\u9686\u529f\u80fd\u4ec5\u7528\u4e8e\u5b66\u672f\u7814\u7a76\u76ee\u7684\uff0c\u4e25\u7981\u7528\u4e8e\u4efb\u4f55\u975e\u6cd5\u6d3b\u52a8\u3002\u4efb\u4f55\u6ee5\u7528\u8be5\u6a21\u578b\u7684\u884c\u4e3a\uff0c\u5f00\u53d1\u8005\u4e0d\u627f\u62c5\u4efb\u4f55\u8d23\u4efb\u3002<\/li>\n<\/ol>\n\n<div id=\"J_MPDLCont\" class=\"magicpost-cont-wp\">\n  <div class=\"magicpost-cont-inner\">\n    <div class=\"magicpost-cont-hd\">\n      <svg class=\"wb-icon-magicpost wbsico-magicpost-local\">\n        <use xlink:href=\"#wbsico-magicpost-local\"><\/use>\n      <\/svg> <span>\u76f8\u5173\u6587\u4ef6\u4e0b\u8f7d\u5730\u5740<\/span>\n    <\/div>\n\n    <div class=\"magicpost-cont-bd\">\n                <div class=\"wb-tips\">\u8be5\u8d44\u6e90\u9700\u767b\u5f55\u540e\u4e0b\u8f7d\uff0c\u53bb<a class=\"link\" href=\"https:\/\/www.kdjingpai.com\/wp-login.php?redirect_to=https%3A%2F%2Fwww.kdjingpai.com%2Fpt%2Ffireredtts-2%2F\">\u767b\u5f55<\/a><\/div>\n\n            <\/div>\n\n    <div class=\"magicpost-cont-ft\">\n      &copy;\u4e0b\u8f7d\u8d44\u6e90\u7248\u6743\u5f52\u4f5c\u8005\u6240\u6709\uff1b\u672c\u7ad9\u6240\u6709\u8d44\u6e90\u5747\u6765\u6e90\u4e8e\u7f51\u7edc\uff0c\u4ec5\u4f9b\u5b66\u4e60\u4f7f\u7528\uff0c\u8bf7\u652f\u6301\u6b63\u7248\uff01    <\/div>\n  <\/div>\n<\/div>","protected":false},"excerpt":{"rendered":"<p>FireRedTTS-2 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