lollms/lollms/tts.py
Saifeddine ALOUI 6e2e1a22ce
Update tts.py
2024-06-03 08:56:54 +02:00

167 lines
5.9 KiB
Python

"""
Lollms TTS Module
=================
This module is part of the Lollms library, designed to provide Text-to-Speech (TTS) functionalities within the LollmsApplication framework. The base class `LollmsTTS` is intended to be inherited and implemented by other classes that provide specific TTS functionalities.
Author: ParisNeo, a computer geek passionate about AI
"""
from lollms.app import LollmsApplication
from lollms.utilities import PackageManager
from pathlib import Path
from ascii_colors import ASCIIColors
import re
try:
if not PackageManager.check_package_installed("sounddevice"):
# os.system("sudo apt-get install portaudio19-dev")
PackageManager.install_package("sounddevice")
PackageManager.install_package("wave")
except:
# os.system("sudo apt-get install portaudio19-dev -y")
PackageManager.install_package("sounddevice")
PackageManager.install_package("wave")
try:
import sounddevice as sd
import wave
except:
ASCIIColors.error("Couldn't load sound tools")
class LollmsTTS:
"""
LollmsTTS is a base class for implementing Text-to-Speech (TTS) functionalities within the LollmsApplication.
Attributes:
app (LollmsApplication): The instance of the main Lollms application.
voice (str): The voice model to be used for TTS.
api_key (str): API key for accessing external TTS services (if needed).
output_path (Path or str): Path where the output audio files will be saved.
"""
def __init__(
self,
name:str,
app: LollmsApplication,
model="",
voice="",
api_key="",
output_path=None
):
"""
Initializes the LollmsTTS class with the given parameters.
Args:
app (LollmsApplication): The instance of the main Lollms application.
model (str, optional): The speach generation model to be used for TTS. Defaults to "".
voice (str, optional): The voice model to be used for TTS. Defaults to "alloy".
api_key (str, optional): API key for accessing external TTS services. Defaults to an empty string.
output_path (Path or str, optional): Path where the output audio files will be saved. Defaults to None.
"""
self.name = name
self.ready = False
self.app = app
self.model = model
self.voice = voice
self.api_key = api_key
self.output_path = output_path
self.voices = [] # To be filled by the child class
self.models = [] # To be filled by the child class
def tts_file(self, text, file_name_or_path, speaker=None, language="en")->str:
"""
Converts the given text to speech and saves it to a file.
Args:
text (str): The text to be converted to speech.
speaker (str): The speaker/voice model to be used.
file_name_or_path (Path or str): The name or path of the output file.
language (str, optional): The language of the text. Defaults to "en".
"""
pass
def tts_audio(self, text, speaker=None, file_name_or_path: Path | str = None, language="en", use_threading=False):
"""
Converts the given text to speech and returns the audio data.
Args:
text (str): The text to be converted to speech.
speaker (str): The speaker/voice model to be used.
file_name_or_path (Path or str, optional): The name or path of the output file. Defaults to None.
language (str, optional): The language of the text. Defaults to "en".
use_threading (bool, optional): Whether to use threading for the operation. Defaults to False.
"""
pass
def stop(self):
"""
Stops the current generation
"""
pass
@staticmethod
def verify(app: LollmsApplication) -> bool:
"""
Verifies if the TTS service is available.
Args:
app (LollmsApplication): The instance of the main Lollms application.
Returns:
bool: True if the service is available, False otherwise.
"""
return True
@staticmethod
def install(app: LollmsApplication) -> bool:
"""
Installs the necessary components for the TTS service.
Args:
app (LollmsApplication): The instance of the main Lollms application.
Returns:
bool: True if the installation was successful, False otherwise.
"""
return True
@staticmethod
def get(app: LollmsApplication) -> 'LollmsTTS':
"""
Returns the LollmsTTS class.
Args:
app (LollmsApplication): The instance of the main Lollms application.
Returns:
LollmsTTS: The LollmsTTS class.
"""
return LollmsTTS
def get_voices(self):
"""
Retrieves the available voices for TTS.
Returns:
list: A list of available voices.
"""
return self.voices
def get_devices(self):
devices = sd.query_devices()
return {
"status": True,
"device_names": [device['name'] for device in devices if device["max_output_channels"]>0],
"device_indexes": [device['index'] for device in devices if device["max_output_channels"]>0]
}
@staticmethod
def clean_text(text):
# Remove HTML tags
text = re.sub(r'<.*?>', '', text)
# Remove code blocks (assuming they're enclosed in backticks or similar markers)
text = re.sub(r'```.*?```', '', text, flags=re.DOTALL)
text = re.sub(r'`.*?`', '', text)
# Remove any remaining code-like patterns (this can be adjusted as needed)
text = re.sub(r'[\{\}\[\]\(\)<>]', '', text)
text = text.replace("\\","")
return text