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import gradio as gr
import os
from AinaTheme import theme
import phonemizer
from dotenv import load_dotenv
import logging
load_dotenv()
MAX_INPUT_TEXT_LEN = int(os.environ.get("MAX_INPUT_TEXT_LEN", default=325))
critical_logger = logging.getLogger("phonemizer")
critical_logger.setLevel(logging.CRITICAL)
# init phonemizers
global_phonemizer_central = phonemizer.backend.EspeakBackend(
language="ca",
preserve_punctuation=True,
with_stress=True,
language_switch="remove-flags",
logger=critical_logger,
)
global_phonemizer_valencia = phonemizer.backend.EspeakBackend(
language="ca-va",
preserve_punctuation=True,
with_stress=True,
language_switch="remove-flags",
logger=critical_logger,
)
global_phonemizer_occidental = phonemizer.backend.EspeakBackend(
language="ca-nw",
preserve_punctuation=True,
with_stress=True,
language_switch="remove-flags",
logger=critical_logger,
)
global_phonemizer_balear = phonemizer.backend.EspeakBackend(
language="ca-ba",
preserve_punctuation=True,
with_stress=True,
language_switch="remove-flags",
logger=critical_logger,
)
global_phonemizer_algueres = phonemizer.backend.EspeakBackend(
language="ca-al",
preserve_punctuation=True,
with_stress=True,
language_switch="remove-flags",
logger=critical_logger,
)
global_phonemizer_rossellones = phonemizer.backend.EspeakBackend(
language="ca-ro",
preserve_punctuation=True,
with_stress=True,
language_switch="remove-flags",
logger=critical_logger,
)
def phonemiser(text, dialect):
phonemizers = {"Central": global_phonemizer_central,
"Valencian": global_phonemizer_valencia,
"North-West": global_phonemizer_occidental,
"Balear": global_phonemizer_balear,
"Alguerés": global_phonemizer_algueres,
"Rosellonés": global_phonemizer_rossellones}
fonemitzador = phonemizers[dialect] #Set correct dialect for the phonemiser
# synthesize
fonemes = fonemitzador.phonemize([text], strip=True, njobs=1)[0]
return fonemes
title = "Transcripció fonètica multidialectal en català️"
description="""
Transcripció fonètica per a diferents dialectes del català mitjançant eSpeak.
Phonetic transcription for different dialects of Catalan
using eSpeak.
repo: https://github.com/projecte-aina/espeak-ng/tree/dev-ca
"""
def submit_input(input_, dialect):
output = None
if input_ is not None and len(input_) < MAX_INPUT_TEXT_LEN:
output = phonemiser(input_, dialect)
else:
gr.Warning(f"Your text exceeds the {MAX_INPUT_TEXT_LEN}-character limit.")
return output
def change_interactive(text):
input_state = text
if input_state.strip() != "":
return gr.update(interactive = True)
else:
return gr.update(interactive = False)
def clean():
return (
None,
None,
)
with gr.Blocks(theme=theme) as app:
gr.Markdown(f"<h1 style='text-align: center; margin-bottom: 1rem'>{title}</h1>")
gr.Markdown(description)
with gr.Row(equal_height=False, variant="panel"):
with gr.Column(variant='panel'):
input_ = gr.Textbox(
label="Text",
value="Les coses importants són les que no ho semblen.",
lines=4
)
dialect = gr.Dropdown(label="Dialect", choices=["Central", "Valencian", "North-West", "Balear", "Alguerés", "Rosellonés"], value="Central")
with gr.Row(variant="panel"):
clear_btn = gr.Button(
"Clean",
)
submit_btn = gr.Button(
"Submit",
variant="primary",
)
with gr.Column(variant='panel'):
output = gr.Textbox(
label="Output",
interactive=False,
show_copy_button=True
)
gr.Examples(
label="Examples",
examples=[
["Les coses importants són les que no ho semblen.", "Central"],
["Les coses importants són les que no ho semblen.", "Valencian",],
["Les coses importants són les que no ho semblen.", "North-West",],
["Les coses importants són les que no ho semblen.","Balear"],
],
inputs=[input_, dialect],
outputs=output,
fn=submit_input)
for button in [submit_btn, clear_btn]:
input_.change(fn=change_interactive, inputs=[input_], outputs=button, api_name=False)
clear_btn.click(fn=clean, inputs=[], outputs=[input_, output] , queue=False, api_name=False)
submit_btn.click(fn=submit_input, inputs=[input_, dialect], outputs=output, api_name="get-results", concurrency_limit=2)
app.launch(show_api=True, server_name="0.0.0.0", server_port=7860)
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