Update app.py

app.py

@@ -1,12 +1,11 @@
-import tempfile
-import os
-import gradio as gr
+import tempfile ,os
 from TTS.config import load_config
+import gradio as gr
+
 from TTS.utils.manage import ModelManager
 from TTS.utils.synthesizer import Synthesizer
-from TTS.utils.download import download_url
 
-MODEL_NAMES = [
+MODEL_NAMES=[
     "vits male1 (best)",
     "vits female (best)",
     "vits-male",
@@ -15,87 +14,84 @@ MODEL_NAMES = [
     "glowtts-female",
     "female tacotron2"
 ]
-
 MAX_TXT_LEN = 800
+model_path = os.getcwd() + "/best_model.pth"
+config_path = os.getcwd() + "/config.json"
+   
 
-# Define model information
-modelInfo = [
-    ["vits-male", "best_model_65633.pth", "config-0.json", "https://huggingface.co/Kamtera/persian-tts-male-vits/resolve/main/"],
-    ["vits female (best)", "checkpoint_48000.pth", "config-2.json", "https://huggingface.co/Kamtera/persian-tts-female-vits/resolve/main/"],
-    ["glowtts-male", "best_model_77797.pth", "config-1.json", "https://huggingface.co/Kamtera/persian-tts-male-glow_tts/resolve/main/"],
-    ["glowtts-female", "best_model.pth", "config.json", "https://huggingface.co/Kamtera/persian-tts-female-glow_tts/resolve/main/"],
-    ["vits male1 (best)", "checkpoint_88000.pth", "config.json", "https://huggingface.co/Kamtera/persian-tts-male1-vits/resolve/main/"],
-    ["vits female1", "checkpoint_50000.pth", "config.json", "https://huggingface.co/Kamtera/persian-tts-female1-vits/resolve/main/"],
-    ["female tacotron2", "checkpoint_313000.pth", "config-2.json", "https://huggingface.co/Kamtera/persian-tts-female-tacotron2/resolve/main/"]
+
+from TTS.utils.download import download_url
+modelInfo=[
+    ["vits-male","best_model_65633.pth","config-0.json","https://huggingface.co/Kamtera/persian-tts-male-vits/resolve/main/"],
+    ["vits female (best)","checkpoint_48000.pth","config-2.json","https://huggingface.co/Kamtera/persian-tts-female-vits/resolve/main/"],
+    ["glowtts-male","best_model_77797.pth","config-1.json","https://huggingface.co/Kamtera/persian-tts-male-glow_tts/resolve/main/"],
+    ["glowtts-female","best_model.pth","config.json","https://huggingface.co/Kamtera/persian-tts-female-glow_tts/resolve/main/"],
+    ["vits male1 (best)","checkpoint_88000.pth","config.json","https://huggingface.co/Kamtera/persian-tts-male1-vits/resolve/main/"],
+    ["vits female1","checkpoint_50000.pth","config.json","https://huggingface.co/Kamtera/persian-tts-female1-vits/resolve/main/"],
+    ["female tacotron2","checkpoint_313000.pth","config-2.json","https://huggingface.co/Kamtera/persian-tts-female-tacotron2/resolve/main/"]
 ]
 
-# Download model files if not exist
-for model in modelInfo:
-    directory = model[0].replace(" ", "_")
+for d in modelInfo:
+    directory=d[0]
     if not os.path.exists(directory):
         os.makedirs(directory)
-    model_path = os.path.join(directory, "best_model.pth")
-    config_path = os.path.join(directory, "config.json")
-    if not os.path.exists(model_path):
-        print(f"|> Downloading model: {directory}")
-        download_url(model[3] + model[1], directory, "best_model.pth")
-    if not os.path.exists(config_path):
-        print(f"|> Downloading config: {directory}")
-        download_url(model[3] + model[2], directory, "config.json")
-
-def tts(text: str, model_name: str):
+    print("|> Downloading: ",directory)
+    download_url(
+        d[3]+d[1],directory,"best_model.pth"
+    )
+    download_url(
+        d[3]+d[2],directory,"config.json"
+    )
+def tts(text: str,model_name: str):
     if len(text) > MAX_TXT_LEN:
         text = text[:MAX_TXT_LEN]
         print(f"Input text was cutoff since it went over the {MAX_TXT_LEN} character limit.")
     print(text)
+
     
-    model_dir = model_name.replace(" ", "_")
-    model_path = os.path.join(model_dir, "best_model.pth")
-    config_path = os.path.join(model_dir, "config.json")
-    
-    if not os.path.exists(model_path) or not os.path.exists(config_path):
-        raise FileNotFoundError(f"Model or config not found for {model_name}")
-    
-    # Load config
-    config = load_config(config_path)
-    
-    # Create the synthesizer
-    synthesizer = Synthesizer(model_path, config)
-    
-    # Synthesize text
+    # synthesize
+    synthesizer = Synthesizer(
+        model_name+"/best_model.pth", model_name+"/config.json"
+    )
+    if synthesizer is None:
+        raise NameError("model not found")
     wavs = synthesizer.tts(text)
-    
-    # Save the output to a temporary file
+    # return output
     with tempfile.NamedTemporaryFile(suffix=".wav", delete=False) as fp:
-        synthesizer.save_wav(wavs, fp.name)
+        synthesizer.save_wav(wavs, fp)
         return fp.name
 
-description = """
-A Persian Text-to-Speech (TTS) demo using various models.
-"""
 
-examples = [
-    ["و خداوند شما را با ارسال روح در جسم زندگانی و حیات بخشید", "vits male1 (best)"],
-    ["تاجر تو چه تجارت می کنی ، تو را چه که چه تجارت می کنم؟", "vits female (best)"],
-    ["شیش سیخ جیگر سیخی شیش هزار", "vits female (best)"],
-    ["سه شیشه شیر ، سه سیر سرشیر", "vits female (best)"],
-    ["دزدی دزدید ز بز دزدی بزی ، عجب دزدی که دزدید ز بز دزدی بزی", "vits male1 (best)"],
-    ["مثنوی یکی از قالب های شعری است ک هر بیت قافیه ی جداگانه دارد", "vits female1"],
-    ["در گلو ماند خس او سالها، چیست آن خس مهر جاه و مالها", "vits male1 (best)"],
+description="""
+"""
+article= ""
+examples=[
+    ["و خداوند شما را با ارسال روح در جسم زندگانی و حیات بخشید","vits-male"],
+    ["تاجر تو چه تجارت می کنی ، تو را چه که چه تجارت می کنم؟","vits female (best)"],
+    ["شیش سیخ جیگر سیخی شیش هزار","vits female (best)"],
+    ["سه شیشه شیر ، سه سیر سرشیر","vits female (best)"],
+    ["دزدی دزدید ز بز دزدی بزی ، عجب دزدی که دزدید ز بز دزدی بزی","vits male1 (best)"],
+    ["مثنوی یکی از قالب های شعری است ک هر بیت قافیه ی جداگانه دارد","vits female1"],
+    ["در گلو ماند خس او سالها، چیست آن خس مهر جاه و مالها","vits male1 (best)"],
 ]
-
 iface = gr.Interface(
     fn=tts,
     inputs=[
-        gr.Textbox(label="Text", value="زندگی فقط یک بار است؛ از آن به خوبی استفاده کن"),
-        gr.Radio(label="Pick a TTS Model", choices=MODEL_NAMES, value="vits female (best)")
+        gr.Textbox(
+            label="Text",
+            value="زندگی فقط یک بار است؛ از آن به خوبی استفاده کن",
+        ),
+        gr.Radio(
+            label="Pick a TTS Model ",
+            choices=MODEL_NAMES,
+            value="vits-female",
+        ),
     ],
-    outputs=gr.Audio(label="Output", type='filepath'),
+    outputs=gr.Audio(label="Output",type='filepath'),
     examples=examples,
-    title="🗣️ Persian TTS 🗣️",
+    title="🗣️ Persian tts 🗣️",
     description=description,
-    article="",
+    article=article,
     live=False
 )
-
-iface.launch(share=False)
+iface.launch(share=False)