load_audio

Load audio from file, convert to mono, resample to 16kHz.

Speech-to-text transcription using a native R 'torch' implementation
of 'OpenAI' 'Whisper' model <https://github.com/openai/whisper>. Supports
multiple model sizes from tiny (39M parameters) to large-v3 (1.5B parameters)
with integrated download from 'HuggingFace' <https://huggingface.co/> via the
'hfhub' package. Provides automatic speech recognition with optional language
detection and translation to English. Audio preprocessing, mel spectrogram
computation, and transformer-based encoder-decoder inference are all
implemented in R using the 'torch' package.

Troy Hernandez

whisper

Native R 'torch' Implementation of 'OpenAI' 'Whisper'

cornball.ai 

OpenAI 

load_audio function

<dl><dt>file</dt>
<dd>Path to audio file (WAV, MP3, etc.)</dd></dl>

Arguments

Load and Preprocess Audio — load_audio

<dl>

<dt>file</dt>
<dd>Path to audio file (WAV, MP3, etc.)</dd>

</dl>

load_audio: Load and Preprocess Audio

Description

Usage

Value

Arguments

Examples