R Observatory: Metrics for n3d version 0.1.0

Balamuta, James Joseph

doi:10.5281/zenodo.21843040

n3d

0.1.0Package record

Speaker Diarization with 'Nemotron 3 Diarization' in R 'torch'

0packages depend

100downloads / year

8.5%test coverage

12/12flavors OK

Overview

About

Maintained by Troy HernandezCRAN page ↗GitHub ↗Issues ↗

Determines "who spoke when" in recorded or streaming audio with a native R 'torch' implementation of the 'NVIDIA' 'Nemotron 3 Diarization' model https://huggingface.co/nvidia/Nemotron-3-Diarization, a Streaming 'Sortformer' that tracks up to eight speakers in order of first arrival. Log-mel feature extraction, the transformer encoder and the arrival-order speaker cache are implemented in R; weights are downloaded from 'Hugging Face' with the 'hfhub' package on request.

Changes in 0.1.0

First CRAN release.

From NEWS.md in the release

Install

R (CRAN)pak (dev)

install.packages("n3d", repos = "https://cloud.r-project.org/")

Installs the current CRAN release. Prebuilt binaries on Windows and macOS.

if (!requireNamespace("pak", quietly = TRUE))
  install.packages("pak", repos = "https://cloud.r-project.org/")
pak::pak("cornball-ai/n3d")

Development version from cornball-ai/n3d. Installs pak first if it is not already available.

Health

CRAN checks

12OK

CRAN check page ↗

Slowest check: 1.2 min · r-oldrel-windows-x86_64

Status changes

OK12 OKNow
OK6 OK2026-10-15

Advisories

none known

How this is measured·How advisories are found

Documentation

In release 0.1.0

READMEYes · 277 wordsVignettesNoNEWSYes · 100% structured · mentions 0.1.0Citation fileNoWebsitenot declared in DESCRIPTION

Help pages: 10
Examples that run: 40%4 run in a plain check · 6 only when donttest examples are enabled (R CMD check --as-cran)
Exported functions with examples: 100%
Documented parameters: 100%
Return-value docs: 100%
Help pages citing references: 0%

How these are measured

Downloads

100

CRAN downloads in the past year

Rank #25,565 · ~0/day · ~8/mo

n3d Releases R versions

Daily download trend is not available in this view yet.

10030 days

10090 days

1001 year

Compare downloads with other packages →

How downloads are counted

Repository

cornball-ai/n3d ↗Organization: cornball-ai

0Stars

0Forks

0Open issues

0Open PRs

0Releases

Last activity 2026-10-02

Responsiveness

How these are sampled

PRs merged (all time): 100%
Median days to close, 50 most recently updated closed issues: not measured
Median days to close, 50 most recently updated closed PRs: not measured

How these are measured

PracticesBeta

2 development-tooling and community-health practices detected across 2 families in the upstream repository

Checks run against github.com/cornball-ai/n3d on 2026-10-18.

Continuous integration (1)

GitHub Actions

CRAN release process (1)

cran-comments.md

How this is detected·Detection ruleset v3 (2026-09-26)

AI coding toolsBeta

An outside contributor's pull request to this repository was written with an AI coding tool.

From outside contributors

Claude Code
Pull requests: 1 from outside contributors, first on 2026-09-30

How this is detected·Detection ruleset v4 (updated 2026-09-27)

Dependencies

Declared dependencies

5 external dependencies (excludes base and recommended)

Installing n3d adds 36 packages (22 with compiled code, 15 MB of source tarballs). Heaviest: torch 1.9 MB, Rcpp 1.8 MB, fs 1.4 MB.

Depends (1)

R >= 4.4.0

Imports (5)

torch safetensors hfhub avutils

LinkingTo (0)

none

Suggests (2)

statstinytest

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

0direct

0indirect

Nothing depends on this yet.

How these are counted

Code & Tests

People & History

People (3)

Troy Hernandez

Author, Maintainer since 0.1.0 (2026)

The HuggingFace Team

Copyright holder

portions ported from the transformers library (Apache-2.0); see inst/COPYRIGHTS

cornball.ai

Copyright holder

Releases (1)

0.1.0Latest
record
2026-10-14 · current release ·
11 days in CRAN's queue
Listed in CRAN's incoming queue from 2026-10-03 21:57 to 2026-10-14 10:55 UTC, in 46 readings.
R
R 4.6.0 released · 2026-04-24

Across CRAN, the median accepted release of the past year spent 23 hours in the queue, 90% under 11 days.How queue time is measured

Package metadata

First published: 2026-10-14
Total releases: 1 / 1 yrs
License: Apache License (>= 2)
Copyright: see inst/COPYRIGHTS
Minimum R: ≥ 4.4.0
Download size: 23 KB

Cite

Cite this package

Run in R for the authors' preferred citation:

citation("n3d")

Format

Hernandez, T., The HuggingFace Team, & cornball.ai. (2026). n3d: Speaker Diarization with 'Nemotron 3 Diarization' in R 'torch' (Version 0.1.0) [Computer software]. https://doi.org/10.32614/CRAN.package.n3d

This package has no citation file, so citation() returns this entry built from DESCRIPTION.

Cite the R Observatory

For a number measured here: a download total, a coverage figure, an archival date.

Format

APA

Balamuta, J. J. (2026). R Observatory: Metrics for n3d version 0.1.0 [Data set]. HJJB, LLC. Data release v2026-10-21. https://doi.org/10.5281/zenodo.21843040

From data release v2026-10-21, which the citation names so these numbers can be found later. More on citing and the projects behind them.

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