Add STT Voice Messages Plugin

This commit is contained in:
mesonium
2024-06-11 18:30:45 +02:00
committed by hueso
parent 339b314996
commit 194300a4d8
6 changed files with 213 additions and 0 deletions

View File

@@ -0,0 +1,28 @@
# Requirements
## STT Models
### openai-whisper https://github.com/openai/whisper
#### Installation
`pip install -U openai-whisper` will install
```
mpmath, urllib3, tqdm, sympy, regex, nvidia-nvtx-cu12, nvidia-nvjitlink-cu12,
nvidia-nccl-cu12, nvidia-curand-cu12, nvidia-cufft-cu12, nvidia-cuda-runtime-cu12,
nvidia-cuda-nvrtc-cu12, nvidia-cuda-cupti-cu12, nvidia-cublas-cu12, networkx,
MarkupSafe, llvmlite, fsspec, filelock, charset-normalizer, certifi, triton,
requests, nvidia-cusparse-cu12, nvidia-cudnn-cu12, numba, jinja2, tiktoken,
nvidia-cusolver-cu12, torch, openai-whisper
```
#### Models
| Multi Langual Model | Download Size | VRAM Requirement | Relative Speed |
|---------------------|---------------| ---------------- |----------------|
| Tiny | 70 MB | ~1 GB | ~32x |
| Base | 140 MB | ~1 GB | ~16x |
| Small | 460 MB | ~2 GB | ~6x |
| Medium | 1.4 GB | ~5 GB | ~2x |
| Large | 2.9 GB | ~10 GB | ~1x |

View File

@@ -0,0 +1 @@
from .stt_voice_messages import STTVoiceMessagesPlugin # type: ignore # noqa: F401

View File

@@ -0,0 +1,63 @@
# 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/>.
from __future__ import annotations
from typing import Any
from typing import TYPE_CHECKING
from gi.repository import Gtk
from gajim.plugins.plugins_i18n import _
from gajim.gtk.settings import SettingsDialog
from gajim.gtk.const import Setting
from gajim.gtk.const import SettingKind
from gajim.gtk.const import SettingType
if TYPE_CHECKING:
from .stt_voice_messages import STTVoiceMessagesPlugin
class STTVoiceMessagesConfigDialog(SettingsDialog):
def __init__(self, plugin: STTVoiceMessagesPlugin, parent: Gtk.Window) -> None:
type_values = ('tiny', 'base', 'small', 'medium', 'large')
self.plugin = plugin
settings = [
Setting(SettingKind.COMBO,
_('Language Model'),
SettingType.VALUE,
callback=self._on_setting,
props={'combo_items': type_values}),
Setting(SettingKind.SWITCH,
_('Use Multilanguage Model'),
SettingType.VALUE,
self.plugin.config['use_multilanguage_model'],
callback=self._on_setting,
data='use_multilanguage_model'),
]
SettingsDialog.__init__(self,
parent,
_('STT Voice Message Configuration'),
Gtk.DialogFlags.MODAL,
settings,
'')
def _on_setting(self, value: Any, data: Any) -> None:
self.plugin.config[data] = value

View File

@@ -0,0 +1,20 @@
{
"authors": [
"mesonium <mesonium@posteo.eu>"
],
"description": "Transcribes voice messages to text.",
"homepage": "https://dev.gajim.org/gajim/gajim-plugins/wikis/STTVoiceMessagesPlugin",
"config_dialog": true,
"name": "STT Voice Messages",
"platforms": [
"others",
"linux",
"darwin",
"win32"
],
"requirements": [
"gajim>=1.4.0"
],
"short_name": "stt_voice_messages",
"version": "0.0.1"
}

Binary file not shown.

After

Width:  |  Height:  |  Size: 371 B

View File

@@ -0,0 +1,101 @@
# 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/>.
from __future__ import annotations
import logging
from functools import partial
from pathlib import Path
import whisper
from gi.repository import Gtk
from stt_voice_messages.config_dialog import STTVoiceMessagesConfigDialog
from gajim.plugins import GajimPlugin
from gajim.plugins.plugins_i18n import _
log = logging.getLogger('gajim.p.stt_voice_messages')
class STTVoiceMessagesPlugin(GajimPlugin):
def init(self) -> None:
self.description = _('Transcribes voice messages to text.')
self.config_dialog = partial(STTVoiceMessagesConfigDialog, self)
self.gui_extension_points = {
'preview_audio': (self._preview_audio_created, None),
}
self.config_default_values = {
'use_multilanguage_model': (True, ''),
'model_size': ('tiny', '')
}
self._audio_file = None
self._preview_audio_widget = None
self._stt_box = None
def _preview_audio_created(self,
preview_audio_widget: Gtk.Box,
audio_file: Path
) -> None:
self._preview_audio_widget = preview_audio_widget
self._audio_file = audio_file.as_posix()
self._create_stt_box()
def _create_stt_box(self) -> None:
assert self._preview_audio_widget is not None
self._stt_box = STTBox(self._preview_audio_widget,
self.config,
self._audio_file)
self._preview_audio_widget.pack_end(self._stt_box, False, False, 0)
class STTBox(Gtk.Box):
def __init__(self,
preview_audio_widget: Gtk.Box,
config: GajimPluginConfig,
audio_file: Path,
) -> None:
print('FOO')
Gtk.Box.__init__(self, orientation=Gtk.Orientation.VERTICAL, spacing=12)
self._config = config
self._preview_audio = preview_audio_widget
self._audio_file = audio_file
self._transcribe_button = Gtk.Button(label=_('Transcribe'))
self._transcription_label = Gtk.Label(label='Fooo')
self.add(self._transcribe_button)
self.add(self._transcription_label)
self._transcribe_button.connect('clicked', self._on_transcribe_clicked)
self.show_all()
def _on_transcribe_clicked(self, _button: Gtk.Button):
text = self._trascribe_by_whisper()
self._transcription_label.set_text(text)
def _trascribe_by_whisper(self) -> str:
model = whisper.load_model(self._config['model_size'])
result = model.transcribe(self._audio_file)
text = result["text"]
return text