Add STT Voice Messages Plugin
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stt_voice_messages/README.md
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28
stt_voice_messages/README.md
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# Requirements
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## STT Models
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### openai-whisper https://github.com/openai/whisper
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#### Installation
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`pip install -U openai-whisper` will install
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```
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mpmath, urllib3, tqdm, sympy, regex, nvidia-nvtx-cu12, nvidia-nvjitlink-cu12,
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nvidia-nccl-cu12, nvidia-curand-cu12, nvidia-cufft-cu12, nvidia-cuda-runtime-cu12,
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nvidia-cuda-nvrtc-cu12, nvidia-cuda-cupti-cu12, nvidia-cublas-cu12, networkx,
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MarkupSafe, llvmlite, fsspec, filelock, charset-normalizer, certifi, triton,
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requests, nvidia-cusparse-cu12, nvidia-cudnn-cu12, numba, jinja2, tiktoken,
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nvidia-cusolver-cu12, torch, openai-whisper
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```
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#### Models
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| Multi Langual Model | Download Size | VRAM Requirement | Relative Speed |
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|---------------------|---------------| ---------------- |----------------|
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| Tiny | 70 MB | ~1 GB | ~32x |
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| Base | 140 MB | ~1 GB | ~16x |
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| Small | 460 MB | ~2 GB | ~6x |
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| Medium | 1.4 GB | ~5 GB | ~2x |
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| Large | 2.9 GB | ~10 GB | ~1x |
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1
stt_voice_messages/__init__.py
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stt_voice_messages/__init__.py
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from .stt_voice_messages import STTVoiceMessagesPlugin # type: ignore # noqa: F401
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63
stt_voice_messages/config_dialog.py
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stt_voice_messages/config_dialog.py
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# This file is part of Gajim.
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#
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# Gajim is free software: you can redistribute it and/or modify
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# it under the terms of the GNU General Public License as published by
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# the Free Software Foundation, either version 3 of the License, or
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# (at your option) any later version.
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#
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# Gajim is distributed in the hope that it will be useful,
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# but WITHOUT ANY WARRANTY; without even the implied warranty of
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# MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
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# GNU General Public License for more details.
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#
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# You should have received a copy of the GNU General Public License
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# along with Gajim. If not, see <http://www.gnu.org/licenses/>.
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from __future__ import annotations
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from typing import Any
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from typing import TYPE_CHECKING
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from gi.repository import Gtk
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from gajim.plugins.plugins_i18n import _
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from gajim.gtk.settings import SettingsDialog
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from gajim.gtk.const import Setting
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from gajim.gtk.const import SettingKind
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from gajim.gtk.const import SettingType
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if TYPE_CHECKING:
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from .stt_voice_messages import STTVoiceMessagesPlugin
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class STTVoiceMessagesConfigDialog(SettingsDialog):
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def __init__(self, plugin: STTVoiceMessagesPlugin, parent: Gtk.Window) -> None:
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type_values = ('tiny', 'base', 'small', 'medium', 'large')
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self.plugin = plugin
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settings = [
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Setting(SettingKind.COMBO,
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_('Language Model'),
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SettingType.VALUE,
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callback=self._on_setting,
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props={'combo_items': type_values}),
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Setting(SettingKind.SWITCH,
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_('Use Multilanguage Model'),
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SettingType.VALUE,
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self.plugin.config['use_multilanguage_model'],
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callback=self._on_setting,
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data='use_multilanguage_model'),
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]
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SettingsDialog.__init__(self,
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parent,
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_('STT Voice Message Configuration'),
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Gtk.DialogFlags.MODAL,
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settings,
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'')
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def _on_setting(self, value: Any, data: Any) -> None:
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self.plugin.config[data] = value
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stt_voice_messages/plugin-manifest.json
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stt_voice_messages/plugin-manifest.json
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{
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"authors": [
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"mesonium <mesonium@posteo.eu>"
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],
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"description": "Transcribes voice messages to text.",
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"homepage": "https://dev.gajim.org/gajim/gajim-plugins/wikis/STTVoiceMessagesPlugin",
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"config_dialog": true,
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"name": "STT Voice Messages",
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"platforms": [
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"others",
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"linux",
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"darwin",
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"win32"
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],
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"requirements": [
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"gajim>=1.4.0"
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],
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"short_name": "stt_voice_messages",
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"version": "0.0.1"
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}
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BIN
stt_voice_messages/stt_voice_message.png
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BIN
stt_voice_messages/stt_voice_message.png
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Binary file not shown.
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After Width: | Height: | Size: 371 B |
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stt_voice_messages/stt_voice_messages.py
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101
stt_voice_messages/stt_voice_messages.py
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# This file is part of Gajim.
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#
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# Gajim is free software: you can redistribute it and/or modify
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# it under the terms of the GNU General Public License as published by
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# the Free Software Foundation, either version 3 of the License, or
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# (at your option) any later version.
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#
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# Gajim is distributed in the hope that it will be useful,
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# but WITHOUT ANY WARRANTY; without even the implied warranty of
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# MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
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# GNU General Public License for more details.
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#
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# You should have received a copy of the GNU General Public License
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# along with Gajim. If not, see <http://www.gnu.org/licenses/>.
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from __future__ import annotations
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import logging
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from functools import partial
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from pathlib import Path
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import whisper
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from gi.repository import Gtk
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from stt_voice_messages.config_dialog import STTVoiceMessagesConfigDialog
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from gajim.plugins import GajimPlugin
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from gajim.plugins.plugins_i18n import _
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log = logging.getLogger('gajim.p.stt_voice_messages')
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class STTVoiceMessagesPlugin(GajimPlugin):
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def init(self) -> None:
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self.description = _('Transcribes voice messages to text.')
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self.config_dialog = partial(STTVoiceMessagesConfigDialog, self)
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self.gui_extension_points = {
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'preview_audio': (self._preview_audio_created, None),
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}
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self.config_default_values = {
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'use_multilanguage_model': (True, ''),
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'model_size': ('tiny', '')
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}
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self._audio_file = None
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self._preview_audio_widget = None
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self._stt_box = None
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def _preview_audio_created(self,
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preview_audio_widget: Gtk.Box,
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audio_file: Path
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) -> None:
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self._preview_audio_widget = preview_audio_widget
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self._audio_file = audio_file.as_posix()
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self._create_stt_box()
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def _create_stt_box(self) -> None:
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assert self._preview_audio_widget is not None
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self._stt_box = STTBox(self._preview_audio_widget,
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self.config,
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self._audio_file)
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self._preview_audio_widget.pack_end(self._stt_box, False, False, 0)
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class STTBox(Gtk.Box):
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def __init__(self,
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preview_audio_widget: Gtk.Box,
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config: GajimPluginConfig,
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audio_file: Path,
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) -> None:
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print('FOO')
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Gtk.Box.__init__(self, orientation=Gtk.Orientation.VERTICAL, spacing=12)
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self._config = config
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self._preview_audio = preview_audio_widget
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self._audio_file = audio_file
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self._transcribe_button = Gtk.Button(label=_('Transcribe'))
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self._transcription_label = Gtk.Label(label='Fooo')
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self.add(self._transcribe_button)
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self.add(self._transcription_label)
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self._transcribe_button.connect('clicked', self._on_transcribe_clicked)
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self.show_all()
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def _on_transcribe_clicked(self, _button: Gtk.Button):
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text = self._trascribe_by_whisper()
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self._transcription_label.set_text(text)
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def _trascribe_by_whisper(self) -> str:
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model = whisper.load_model(self._config['model_size'])
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result = model.transcribe(self._audio_file)
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text = result["text"]
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return text
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