Model: nvidia/diar_sortformer_4spk-v1
Author: nvidia
Pipeline: automatic-speech-recognition
Library: nemo
Tags: nemo, safetensors, sortformer, speaker-diarization, speaker-recognition, speech, audio, Transformer, FastConformer, Conformer, NEST, pytorch, NeMo, automatic-speech-recognition, dataset:fisher_english, dataset:NIST_SRE_2004-2010, dataset:librispeech, dataset:ami_meeting_corpus, dataset:voxconverse_v0.3, dataset:icsi, dataset:aishell4, dataset:dihard_challenge-3, dataset:NIST_SRE_2000-Disc8_split1, arxiv:2409.06656, arxiv:2408.13106, arxiv:2305.05084, arxiv:2310.12371, arxiv:1706.03762, license:cc-by-nc-4.0, model-index, region:us
Card metadata: license: cc-by-nc-4.0
library_name: nemo
datasets: fisher_english, NIST_SRE_2004-2010, librispeech, ami_meeting_corpus, voxconverse_v0.3, icsi, aishell4, dihard_challenge-3, NIST_SRE_2000-Disc8_split1
tags: speaker-diarization, speaker-recognition, speech, audio, Transformer, FastConformer, Conformer, NEST, pytorch, NeMo
widget: example_title: Librispeech sample 1
src: https://cdn-media.huggingface.co/speech_samples/sample1.flac, example_title: Librispeech sample 2
src: https://cdn-media.huggingface.co/speech_samples/sample2.flac
model-index: name: diar_sortformer_4spk-v1
results: task: name: Speaker Diarization
type: speaker-diarization-with-post-processing
dataset: name: DIHARD3-eval
type: dihard3-eval-1to4spks
config: with_overlap_collar_0.0s
split: eval
metrics: name: Test DER
type: der
value: 14.76
verified: no, task: name: Speaker Diarization
type: speaker-diarization-with-post-processing
dataset: name: CALLHOME (NIST-SRE-2000 Disc8)
type: CALLHOME-part2-2spk
config: with_overlap_collar_0.25s
split: part2-2spk
metrics: name: Test DER
type: der
value: 5.85
verified: no, task: name: Speaker Diarization
type: speaker-diarization-with-post-processing
dataset: name: CALLHOME (NIST-SRE-2000 Disc8)
type: CALLHOME-part2-3spk
config: with_overlap_collar_0.25s
split: part2-3spk
metrics: name: Test DER
type: der
value: 8.46
verified: no, task: name: Speaker Diarization
type: speaker-diarization-with-post-processing
dataset: name: CALLHOME (NIST-SRE-2000 Disc8)
type: CALLHOME-part2-4spk
config: with_overlap_collar_0.25s
split: part2-4spk
metrics: name: Test DER
type: der
value: 12.59
verified: no, task: name: Speaker Diarization
type: speaker-diarization-with-post-processing
dataset: name: call_home_american_english_speech
type: CHAES_2spk_109sessions
config: with_overlap_collar_0.25s
split: ch109
metrics: name: Test DER
type: der
value: 6.86
verified: no
metrics: der
pipeline_tag: automatic-speech-recognition
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Created: 2024-12-09 19:17:22