cjm-transcription-plugin-voxtral-hf 0.0.4

Mistral Voxtral plugin for the cjm-transcription-plugin-system library - provides local speech-to-text transcription through 🤗 Transformers with configurable model selection and parameter control.

cjm-transcription-plugin-voxtral-hf

Install

pip install cjm_transcription_plugin_voxtral_hf

Project Structure

nbs/
└── plugin.ipynb # Plugin implementation for Mistral Voxtral transcription through Hugging Face Transformers

Total: 1 notebook

Module Dependencies

graph LR
    plugin[plugin<br/>Voxtral HF Plugin]

No cross-module dependencies detected.

CLI Reference

No CLI commands found in this project.

Module Overview

Detailed documentation for each module in the project:

Voxtral HF Plugin (plugin.ipynb)

Plugin implementation for Mistral Voxtral transcription through Hugging Face Transformers

Import

from cjm_transcription_plugin_voxtral_hf.plugin import (
    VoxtralHFPlugin
)

Functions

@patch
def supports_streaming(
    self:VoxtralHFPlugin
) -> bool
    "Check if this plugin supports streaming transcription."

@patch
def execute_stream(
    self:VoxtralHFPlugin,
    audio: Union[AudioData, str, Path],  # Audio data or path to audio file
    **kwargs  # Additional plugin-specific parameters
) -> Generator[str, None, TranscriptionResult]:  # Yields text chunks, returns final result
    """
    Stream transcription results chunk by chunk.
    
    Args:
        audio: Audio data or path to audio file
        **kwargs: Additional plugin-specific parameters
        
    Yields:
        str: Partial transcription text chunks as they become available
        
    Returns:
        TranscriptionResult: Final complete transcription with metadata
    """

Classes

class VoxtralHFPlugin:
    def __init__(self):
        """Initialize the Voxtral HF plugin with default configuration."""
        self.logger = logging.getLogger(f"{__name__}.{type(self).__name__}")
        self.config = {}
        self.model = None
        self.processor = None
        self.device = None
        self.dtype = None
    
    @property
    def name(
        self
    ) -> str:  # Returns the plugin name
    "Mistral Voxtral transcription plugin via Hugging Face Transformers."
    
    def __init__(self):
            """Initialize the Voxtral HF plugin with default configuration."""
            self.logger = logging.getLogger(f"{__name__}.{type(self).__name__}")
            self.config = {}
            self.model = None
            self.processor = None
            self.device = None
            self.dtype = None
        
        @property
        def name(
            self
        ) -> str:  # Returns the plugin name
        "Initialize the Voxtral HF plugin with default configuration."
    
    def name(
            self
        ) -> str:  # Returns the plugin name
        "Get the plugin name identifier."
    
    def version(
            self
        ) -> str:  # Returns the plugin version
        "Get the plugin version string."
    
    def supported_formats(
            self
        ) -> List[str]:  # Returns list of supported audio formats
        "Get the list of supported audio file formats."
    
    def get_config_schema(
        ) -> Dict[str, Any]:  # Returns the configuration schema dictionary
        "Return configuration schema for Voxtral HF."
    
    def get_current_config(
            self
        ) -> Dict[str, Any]:  # Returns the current configuration dictionary
        "Return current configuration."
    
    def initialize(
            self,
            config: Optional[Dict[str, Any]] = None  # Configuration dictionary to initialize the plugin
        ) -> None
        "Initialize the plugin with configuration."
    
    def execute(
            self,
            audio: Union[AudioData, str, Path],  # Audio data or path to audio file to transcribe
            **kwargs #  Additional arguments to override config
        ) -> TranscriptionResult:  # Returns transcription result with text and metadata
        "Transcribe audio using Voxtral."
    
    def is_available(
            self
        ) -> bool:  # Returns True if Voxtral and its dependencies are available
        "Check if Voxtral is available."
    
    def cleanup(
            self
        ) -> None
        "Clean up resources with aggressive memory management."