Abhijit Bhattacharya
commited on
Commit
Β·
6231313
1
Parent(s):
3836582
Update with latest code structure - Simple script (app.py) + optional Gradio interface (app_gradio.py) - Updated README with accurate compatibility info - Fixed MPS issues with CPU mode approach - Ready for download and local usage
Browse files- app_gradio.py +228 -0
app_gradio.py
ADDED
@@ -0,0 +1,228 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
#!/usr/bin/env python3
|
2 |
+
"""
|
3 |
+
Chatterbox-TTS Apple Silicon Gradio Interface
|
4 |
+
Full web interface for local usage with Apple Silicon compatibility
|
5 |
+
|
6 |
+
Install gradio first: pip install gradio
|
7 |
+
Then run: python app_gradio.py
|
8 |
+
"""
|
9 |
+
|
10 |
+
import gradio as gr
|
11 |
+
from app import (
|
12 |
+
get_or_load_model,
|
13 |
+
generate_audio,
|
14 |
+
DEVICE,
|
15 |
+
split_text_into_chunks,
|
16 |
+
logger
|
17 |
+
)
|
18 |
+
import torch
|
19 |
+
import tempfile
|
20 |
+
import os
|
21 |
+
|
22 |
+
def gradio_generate_audio(
|
23 |
+
text_input: str,
|
24 |
+
audio_prompt_input,
|
25 |
+
exaggeration_input: float,
|
26 |
+
temperature_input: float,
|
27 |
+
seed_input: int,
|
28 |
+
cfg_weight_input: float,
|
29 |
+
chunk_size_input: int = 250
|
30 |
+
):
|
31 |
+
"""Gradio wrapper for audio generation"""
|
32 |
+
try:
|
33 |
+
# Handle audio prompt
|
34 |
+
audio_prompt_path = None
|
35 |
+
if audio_prompt_input is not None:
|
36 |
+
if isinstance(audio_prompt_input, tuple):
|
37 |
+
# Gradio audio format: (sample_rate, audio_data)
|
38 |
+
audio_prompt_path = audio_prompt_input
|
39 |
+
elif isinstance(audio_prompt_input, str):
|
40 |
+
# File path
|
41 |
+
audio_prompt_path = audio_prompt_input
|
42 |
+
|
43 |
+
# Generate audio using our main function
|
44 |
+
with tempfile.NamedTemporaryFile(suffix=".wav", delete=False) as tmp_file:
|
45 |
+
output_path = generate_audio(
|
46 |
+
text=text_input,
|
47 |
+
audio_prompt_path=audio_prompt_path,
|
48 |
+
exaggeration=exaggeration_input,
|
49 |
+
temperature=temperature_input,
|
50 |
+
seed=seed_input if seed_input != 0 else None,
|
51 |
+
cfg_weight=cfg_weight_input,
|
52 |
+
chunk_size=chunk_size_input,
|
53 |
+
output_path=tmp_file.name
|
54 |
+
)
|
55 |
+
|
56 |
+
return output_path
|
57 |
+
|
58 |
+
except Exception as e:
|
59 |
+
raise gr.Error(f"Generation failed: {str(e)}")
|
60 |
+
|
61 |
+
# Create Gradio interface
|
62 |
+
with gr.Blocks(
|
63 |
+
title="ποΈ Chatterbox-TTS (Apple Silicon)",
|
64 |
+
theme=gr.themes.Soft(),
|
65 |
+
css="""
|
66 |
+
.gradio-container { max-width: 1200px; margin: auto; }
|
67 |
+
.gr-button { background: linear-gradient(45deg, #FF6B6B, #4ECDC4); color: white; }
|
68 |
+
.info-box {
|
69 |
+
padding: 15px;
|
70 |
+
border-radius: 10px;
|
71 |
+
margin-top: 20px;
|
72 |
+
border: 1px solid #ddd;
|
73 |
+
box-shadow: 0 2px 4px rgba(0,0,0,0.1);
|
74 |
+
}
|
75 |
+
.info-box h4 {
|
76 |
+
margin-top: 0;
|
77 |
+
color: #333;
|
78 |
+
font-weight: bold;
|
79 |
+
}
|
80 |
+
.info-box p {
|
81 |
+
margin: 8px 0;
|
82 |
+
color: #555;
|
83 |
+
line-height: 1.4;
|
84 |
+
}
|
85 |
+
.chunking-info { background: linear-gradient(135deg, #e8f5e8, #f0f8f0); }
|
86 |
+
.system-info { background: linear-gradient(135deg, #f0f4f8, #e6f2ff); }
|
87 |
+
"""
|
88 |
+
) as demo:
|
89 |
+
|
90 |
+
gr.HTML("""
|
91 |
+
<div style="text-align: center; padding: 20px;">
|
92 |
+
<h1>ποΈ Chatterbox-TTS Apple Silicon</h1>
|
93 |
+
<p style="font-size: 18px; color: #666;">
|
94 |
+
Generate high-quality speech from text with voice cloning<br>
|
95 |
+
<strong>Optimized for Apple Silicon compatibility!</strong>
|
96 |
+
</p>
|
97 |
+
<p style="font-size: 14px; color: #888;">
|
98 |
+
Based on <a href="https://huggingface.co/spaces/ResembleAI/Chatterbox">official ResembleAI implementation</a><br>
|
99 |
+
β¨ <strong>Enhanced with smart text chunking and Apple Silicon support!</strong>
|
100 |
+
</p>
|
101 |
+
</div>
|
102 |
+
""")
|
103 |
+
|
104 |
+
with gr.Row():
|
105 |
+
with gr.Column():
|
106 |
+
text = gr.Textbox(
|
107 |
+
value="Hello! This is a test of the Chatterbox-TTS voice cloning system running locally on Apple Silicon.",
|
108 |
+
label="Text to synthesize (supports long text with automatic chunking)",
|
109 |
+
max_lines=10,
|
110 |
+
lines=5
|
111 |
+
)
|
112 |
+
|
113 |
+
ref_wav = gr.Audio(
|
114 |
+
type="filepath",
|
115 |
+
label="Reference Audio File (Optional - 6+ seconds recommended)",
|
116 |
+
sources=["upload", "microphone"]
|
117 |
+
)
|
118 |
+
|
119 |
+
with gr.Row():
|
120 |
+
exaggeration = gr.Slider(
|
121 |
+
0.25, 2, step=0.05,
|
122 |
+
label="Exaggeration (Neutral = 0.5)",
|
123 |
+
value=0.5
|
124 |
+
)
|
125 |
+
cfg_weight = gr.Slider(
|
126 |
+
0.2, 1, step=0.05,
|
127 |
+
label="CFG/Pace",
|
128 |
+
value=0.5
|
129 |
+
)
|
130 |
+
|
131 |
+
with gr.Accordion("βοΈ Advanced Options", open=False):
|
132 |
+
chunk_size = gr.Slider(
|
133 |
+
100, 400, step=25,
|
134 |
+
label="Chunk Size (characters per chunk for long text)",
|
135 |
+
value=250
|
136 |
+
)
|
137 |
+
seed_num = gr.Number(
|
138 |
+
value=0,
|
139 |
+
label="Random seed (0 for random)",
|
140 |
+
precision=0
|
141 |
+
)
|
142 |
+
temp = gr.Slider(
|
143 |
+
0.05, 5, step=0.05,
|
144 |
+
label="Temperature",
|
145 |
+
value=0.8
|
146 |
+
)
|
147 |
+
|
148 |
+
run_btn = gr.Button("π΅ Generate Speech", variant="primary", size="lg")
|
149 |
+
|
150 |
+
with gr.Column():
|
151 |
+
audio_output = gr.Audio(label="Generated Speech")
|
152 |
+
|
153 |
+
gr.HTML("""
|
154 |
+
<div class="info-box chunking-info">
|
155 |
+
<h4>π Text Chunking Info</h4>
|
156 |
+
<p><strong>Smart Chunking:</strong> Long text is automatically split at sentence boundaries</p>
|
157 |
+
<p><strong>Chunk Processing:</strong> Each chunk generates separate audio, then concatenated</p>
|
158 |
+
<p><strong>Silence Gaps:</strong> 0.3s silence added between chunks for natural flow</p>
|
159 |
+
</div>
|
160 |
+
""")
|
161 |
+
|
162 |
+
# System info
|
163 |
+
gr.HTML(f"""
|
164 |
+
<div class="info-box system-info">
|
165 |
+
<h4>π» System Status</h4>
|
166 |
+
<p><strong>Device:</strong> {DEVICE.upper()} {'π' if torch.backends.mps.is_available() else 'π»'}</p>
|
167 |
+
<p><strong>PyTorch:</strong> {torch.__version__}</p>
|
168 |
+
<p><strong>MPS Available:</strong> {'β
Yes' if torch.backends.mps.is_available() else 'β No'}</p>
|
169 |
+
<p><strong>Compatibility:</strong> CPU mode for stability</p>
|
170 |
+
</div>
|
171 |
+
""")
|
172 |
+
|
173 |
+
# Connect the interface
|
174 |
+
run_btn.click(
|
175 |
+
fn=gradio_generate_audio,
|
176 |
+
inputs=[
|
177 |
+
text,
|
178 |
+
ref_wav,
|
179 |
+
exaggeration,
|
180 |
+
temp,
|
181 |
+
seed_num,
|
182 |
+
cfg_weight,
|
183 |
+
chunk_size,
|
184 |
+
],
|
185 |
+
outputs=[audio_output],
|
186 |
+
show_progress=True
|
187 |
+
)
|
188 |
+
|
189 |
+
# Example texts
|
190 |
+
gr.Examples(
|
191 |
+
examples=[
|
192 |
+
["Hello! This is a test of voice cloning running on Apple Silicon."],
|
193 |
+
["The quick brown fox jumps over the lazy dog. This sentence contains every letter of the alphabet."],
|
194 |
+
["Welcome to the future of voice synthesis! With Chatterbox, you can clone any voice in seconds."],
|
195 |
+
],
|
196 |
+
inputs=[text],
|
197 |
+
label="π Example Texts"
|
198 |
+
)
|
199 |
+
|
200 |
+
def main():
|
201 |
+
"""Launch the Gradio interface"""
|
202 |
+
try:
|
203 |
+
print("π Starting Chatterbox-TTS Gradio Interface")
|
204 |
+
print(f"Device: {DEVICE}")
|
205 |
+
|
206 |
+
# Pre-load model
|
207 |
+
print("Loading model...")
|
208 |
+
get_or_load_model()
|
209 |
+
print("β
Model loaded!")
|
210 |
+
|
211 |
+
# Launch interface
|
212 |
+
demo.launch(
|
213 |
+
server_name="127.0.0.1",
|
214 |
+
server_port=7861,
|
215 |
+
share=False,
|
216 |
+
debug=True,
|
217 |
+
show_error=True
|
218 |
+
)
|
219 |
+
|
220 |
+
except ImportError as e:
|
221 |
+
print("β Missing dependency!")
|
222 |
+
print("Install with: pip install gradio")
|
223 |
+
print("Then run: python app_gradio.py")
|
224 |
+
except Exception as e:
|
225 |
+
print(f"β Error: {e}")
|
226 |
+
|
227 |
+
if __name__ == "__main__":
|
228 |
+
main()
|