Spaces:
Running
Running
Akhil Koduri
commited on
Commit
•
170b92a
1
Parent(s):
f73eb0f
Update app.py
Browse files
app.py
CHANGED
@@ -25,34 +25,46 @@ def get_flores_200_code(language):
|
|
25 |
return code['FLORES-200 code']
|
26 |
return None
|
27 |
|
28 |
-
def
|
29 |
"""
|
30 |
-
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
31 |
|
32 |
Args:
|
33 |
text (str): The text to translate.
|
34 |
-
|
35 |
-
|
36 |
|
37 |
Returns:
|
38 |
str: The translated text.
|
39 |
"""
|
40 |
-
|
41 |
-
if src_lang is None:
|
42 |
-
try:
|
43 |
-
src_lang = detect(text)
|
44 |
-
except Exception as e:
|
45 |
-
return f"Language detection error: {str(e)}"
|
46 |
-
|
47 |
dest_code = get_flores_200_code(destination_language)
|
48 |
|
|
|
|
|
49 |
if not dest_code:
|
50 |
-
return "Unsupported language selected. Please choose a valid language."
|
51 |
|
52 |
try:
|
53 |
# Perform translation using T5 model pipeline
|
54 |
translation = text_translator(text,
|
55 |
-
src_lang=
|
56 |
tgt_lang=dest_code)
|
57 |
translated_text = translation[0]["translation_text"]
|
58 |
return translated_text
|
@@ -65,12 +77,12 @@ def main():
|
|
65 |
fn=translate_text,
|
66 |
inputs=[
|
67 |
gr.Textbox(label="Input text to translate", lines=6, placeholder="Enter text..."),
|
68 |
-
gr.Dropdown([code['Language'] for code in language_data], label="Select
|
69 |
gr.Dropdown([code['Language'] for code in language_data], label="Select destination language")
|
70 |
],
|
71 |
outputs=[gr.Textbox(label="Translated text", lines=4)],
|
72 |
title="Multi-Language Translator",
|
73 |
-
description="Translate text between multiple languages using the T5 model. Select
|
74 |
theme=gr.themes.Soft(),
|
75 |
live=True # Enable live updates
|
76 |
)
|
|
|
25 |
return code['FLORES-200 code']
|
26 |
return None
|
27 |
|
28 |
+
def detect_language(text):
|
29 |
"""
|
30 |
+
Detects the language of the given text.
|
31 |
+
|
32 |
+
Args:
|
33 |
+
text (str): The text to detect language from.
|
34 |
+
|
35 |
+
Returns:
|
36 |
+
str: The detected language code.
|
37 |
+
"""
|
38 |
+
try:
|
39 |
+
lang_code = detect(text)
|
40 |
+
return lang_code
|
41 |
+
except Exception as e:
|
42 |
+
return str(e)
|
43 |
+
|
44 |
+
def translate_text(text, source_language, destination_language):
|
45 |
+
"""
|
46 |
+
Translates text from the source language to the destination language using the T5 model.
|
47 |
|
48 |
Args:
|
49 |
text (str): The text to translate.
|
50 |
+
source_language (str): The source language code.
|
51 |
+
destination_language (str): The target language code.
|
52 |
|
53 |
Returns:
|
54 |
str: The translated text.
|
55 |
"""
|
56 |
+
src_code = get_flores_200_code(source_language)
|
|
|
|
|
|
|
|
|
|
|
|
|
57 |
dest_code = get_flores_200_code(destination_language)
|
58 |
|
59 |
+
if not src_code:
|
60 |
+
return "Unsupported source language selected. Please choose a valid language."
|
61 |
if not dest_code:
|
62 |
+
return "Unsupported destination language selected. Please choose a valid language."
|
63 |
|
64 |
try:
|
65 |
# Perform translation using T5 model pipeline
|
66 |
translation = text_translator(text,
|
67 |
+
src_lang=src_code,
|
68 |
tgt_lang=dest_code)
|
69 |
translated_text = translation[0]["translation_text"]
|
70 |
return translated_text
|
|
|
77 |
fn=translate_text,
|
78 |
inputs=[
|
79 |
gr.Textbox(label="Input text to translate", lines=6, placeholder="Enter text..."),
|
80 |
+
gr.Dropdown([code['Language'] for code in language_data], label="Select source language"),
|
81 |
gr.Dropdown([code['Language'] for code in language_data], label="Select destination language")
|
82 |
],
|
83 |
outputs=[gr.Textbox(label="Translated text", lines=4)],
|
84 |
title="Multi-Language Translator",
|
85 |
+
description="Translate text between multiple languages using the T5 model. Select the source and destination languages from the dropdown menus.",
|
86 |
theme=gr.themes.Soft(),
|
87 |
live=True # Enable live updates
|
88 |
)
|