First steps to multi model plugin

This commit is contained in:
mesonium
2024-06-12 19:57:25 +02:00
committed by hueso
parent 6667e01304
commit d510b74d3d
11 changed files with 690 additions and 172 deletions

View File

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# This file is part of Gajim.
#
# Gajim is free software: you can redistribute it and/or modify
# it under the terms of the GNU General Public License as published by
# the Free Software Foundation, either version 3 of the License, or
# (at your option) any later version.
#
# Gajim is distributed in the hope that it will be useful,
# but WITHOUT ANY WARRANTY; without even the implied warranty of
# MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
# GNU General Public License for more details.
#
# You should have received a copy of the GNU General Public License
# along with Gajim. If not, see <http://www.gnu.org/licenses/>.
import typing
from pathlib import Path
from typing import Any
from gajim.gtk.const import Setting, SettingKind, SettingType
from gajim.gtk.preferences import PreferenceBox
from gajim.plugins.plugins_i18n import _
try:
import whisper
OPENAI_WHISPER_AVAILABLE = True
except ModuleNotFoundError:
if typing.TYPE_CHECKING:
import whisper
class WhisperModel:
def __init__(self):
self._model_sizes = ['tiny', 'small', 'base', 'medium', 'large']
self._multilanguage = True
self._config = {
'model_size': 'tiny'
}
def transcribe(self, audio_file: Path) -> str:
model = whisper.load_model(self._config['model_size'])
result = model.transcribe(audio_file)
return result["text"]
def _build_config(self) -> list[Setting]:
whisper_model_sizes = ('tiny', 'base', 'small', 'medium', 'large')
settings = [
Setting(SettingKind.COMBO,
_('Language Model'),
SettingType.VALUE,
callback=self._on_setting,
props={'combo_items': whisper_model_sizes}),
Setting(SettingKind.SWITCH,
_('Use Multilanguage Model'),
SettingType.VALUE,
self._multilanguage,
callback=self._on_setting,
data='use_multilanguage_model'),
]
return settings
def _on_setting(self, setting: Setting):
pass
################################################################################
# Whisper Settings UI
################################################################################
class OpenAIWhisperGeneral(PreferenceBox):
def __init__(self, *args: Any) -> None:
model_sizes = {
'tiny': _('Tiny'),
'small': _('Small'),
'basic': _('Basic'),
'medium': _('Medium'),
'large': _('Large'),
}
settings = [
Setting(SettingKind.POPOVER,
_('Language Model'),
SettingType.VALUE,
callback=None,
props={'entries': model_sizes},
desc=_('Model Size')),
]
PreferenceBox.__init__(self, settings)