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insert 2024-08-12 12:53:52 +00:00
parent 5feb9e0adc
commit 75ae2e439b
1 changed files with 13 additions and 14 deletions
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15
transcription.py
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@ -6,7 +6,6 @@ import asyncio
from pydub import AudioSegment from pydub import AudioSegment
import numpy as np import numpy as np
import speech_recognition as sr import speech_recognition as sr
import whisper
def prepaudio(audiofile): def prepaudio(audiofile):
st = sr.Recognizer() st = sr.Recognizer()
@ -22,21 +21,21 @@ class transcription(commands.Cog):
def __init__(self, bot: commands.Bot): def __init__(self, bot: commands.Bot):
self.bot = bot self.bot = bot
self.st = sr.Recognizer() self.st = sr.Recognizer()
self.model = whisper.load_model("base")
@nextcord.message_command(name="Transcribe Using Whisper") @nextcord.message_command(name="Transcribe Using Sphinx")
async def transcribewhisper(self, interaction: nextcord.Interaction, message: nextcord.Message): async def transcribesphinx(self, interaction: nextcord.Interaction, message: nextcord.Message):
try:
await interaction.response.defer(ephemeral='true') await interaction.response.defer(ephemeral='true')
await message.attachments[0].save("audio.ogg") await message.attachments[0].save("audio.ogg")
oggfile = AudioSegment.from_ogg("audio.ogg") embed=nextcord.Embed(title="Audio Transcription",description=self.st.recognize_sphinx(prepaudio("audio.ogg")), color=0x3584e4)
oggfile.export("audio.mp3", format="mp3")
embed=nextcord.Embed(title="Audio Transcription",description=self.model.transcribe("audio.mp3")["text"], color=0x3584e4)
embed.set_author(name=message.author.display_name, url=message.jump_url, icon_url=message.author.display_avatar) embed.set_author(name=message.author.display_name, url=message.jump_url, icon_url=message.author.display_avatar)
embed.set_footer(text="Accuracy not guaranteed") embed.set_footer(text="Accuracy not guaranteed")
await interaction.edit_original_message(embed=embed) await interaction.edit_original_message(embed=embed)
os.remove("audio.ogg") os.remove("audio.ogg")
os.remove("audio.mp3") os.remove("audio.wav")
except Exception as e:
await interaction.edit_original_message(content=f'an error appears to have occoured please report it to the developer: {e}')
@nextcord.message_command(name="Transcribe Using Google") @nextcord.message_command(name="Transcribe Using Google")
async def transcribegoogle(self, interaction: nextcord.Interaction, message: nextcord.Message): async def transcribegoogle(self, interaction: nextcord.Interaction, message: nextcord.Message):