Package: audio.whisper 0.5.0

Jan Wijffels

audio.whisper: Transcribe Audio Files using the "Whisper" Automatic Speech Recognition Model

The "Whisper" models are trained for speech recognition and translation tasks, capable of transcribing speech audio into the text in the language it is spoken (Automatic Speech Recognition) as well as translated into English (speech translation). The package is an "Rcpp" wrapper around the standalone C++ implementation provided at <https://github.com/ggerganov/whisper.cpp>. There are 10 pretrained models available of different sizes and language capabilities. "Whisper" is explained in the paper: 'Robust Speech Recognition via Large-Scale Weak Supervision' by Radford et al. (2022), available at <arxiv:2212.04356>.

Authors:Jan Wijffels [aut, cre, cph], David Reid [ctb, cph], Georgi Gerganov [ctb, cph], BNOSAC [cph]

audio.whisper_0.5.0.tar.gz
audio.whisper_0.5.0.zip(r-4.7)audio.whisper_0.5.0.zip(r-4.6)audio.whisper_0.5.0.zip(r-4.5)
audio.whisper_0.5.0.tgz(r-4.6-x86_64)audio.whisper_0.5.0.tgz(r-4.6-arm64)audio.whisper_0.5.0.tgz(r-4.5-x86_64)audio.whisper_0.5.0.tgz(r-4.5-arm64)
audio.whisper_0.5.0.tar.gz(r-4.7-arm64)audio.whisper_0.5.0.tar.gz(r-4.7-x86_64)audio.whisper_0.5.0.tar.gz(r-4.6-arm64)audio.whisper_0.5.0.tar.gz(r-4.6-x86_64)
audio.whisper_0.5.0.tgz(r-4.6-emscripten)
manual.pdf |manual.html
DESCRIPTION |NEWS
card.svg |card.png
audio.whisper/json (API)

# Install 'audio.whisper' in R:
install.packages('audio.whisper', repos = c('https://community.r-multiverse.org', 'https://cloud.r-project.org'))

Bug tracker:https://github.com/bnosac/audio.whisper/issues

Uses libs:
  • c++– GNU Standard C++ Library v3
  • openmp– GCC OpenMP (GOMP) support library

On CRAN:

Conda:

cppopenmp

4.74 score 137 stars 40 scripts 1 mentions 5 exports 1 dependencies

Last updated from:03904914c7 (on 0.5.0). Checks:4 NOTE, 2 OK, 5 WARNING, 2 ERROR. Indexed: no.

TargetResultTimeFilesSyslog
linux-devel-arm64NOTE439
linux-devel-x86_64NOTE444
source / vignettesOK232
linux-release-arm64NOTE341
linux-release-x86_64NOTE305
macos-release-arm64WARNING353
macos-release-x86_64ERROR691
macos-oldrel-arm64WARNING586
macos-oldrel-x86_64ERROR727
windows-develWARNING503
windows-releaseWARNING495
windows-oldrelWARNING477
wasm-releaseOK204

Exports:vadwhisperwhisper_benchmarkwhisper_download_modelwhisper_languages

Dependencies:Rcpp