Model: nvidia/multitalker-parakeet-streaming-0.6b-v1
Author: nvidia
Pipeline: automatic-speech-recognition
Library: nemo
Tags: nemo, speaker-diarization, speech-recognition, multitalker-ASR, multispeaker-ASR, speech, audio, FastConformer, RNNT, Conformer, NEST, pytorch, NeMo, automatic-speech-recognition, dataset:AMI, dataset:NOTSOFAR1, dataset:Fisher, dataset:MMLPC, dataset:librispeech_train_clean_100, dataset:librispeech_train_clean_360, dataset:librispeech_train_other_500, dataset:WSJ, dataset:SWBD, dataset:europarl_dataset, dataset:NSC1, dataset:NSC6, dataset:VCTK, dataset:VoxPopuli, dataset:Multilingual_LibriSpeech_2000hrs, dataset:Common_Voice, dataset:People_Speech_12k_hrs, dataset:SPGI, dataset:MOSEL, dataset:YTC, arxiv:2506.22646, arxiv:2408.13106, arxiv:2305.05084, arxiv:2409.06656, arxiv:2507.18446, arxiv:1706.03762, arxiv:2310.12371, license:other, model-index, region:us
Card metadata: license: other
license_name: nvidia-open-model-license
license_link: https://www.nvidia.com/en-us/agreements/enterprise-software/nvidia-open-model-license/
library_name: nemo
datasets: AMI, NOTSOFAR1, Fisher, MMLPC, librispeech_train_clean_100, librispeech_train_clean_360, librispeech_train_other_500, Fisher, WSJ, SWBD, europarl_dataset, NSC1, NSC6, VCTK, VoxPopuli, Multilingual_LibriSpeech_2000hrs, Common_Voice, People_Speech_12k_hrs, SPGI, MOSEL, YTC
tags: speaker-diarization, speech-recognition, multitalker-ASR, multispeaker-ASR, speech, audio, FastConformer, RNNT, 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: multitalker-parakeet-streaming-0.6b-v1
results: task: name: Speaker Diarization
type: speaker-diarization-with-post-processing
dataset: name: DIHARD III Eval (1-4 spk)
type: dihard3-eval-1to4spks
config: with_overlap_collar_0.0s
input_buffer_lenght: 1.04s
split: eval-1to4spks
metrics: name: Test DER
type: der
value: 13.24
verified: no, task: name: Speaker Diarization
type: speaker-diarization-with-post-processing
dataset: name: DIHARD III Eval (5-9 spk)
type: dihard3-eval-5to9spks
config: with_overlap_collar_0.0s
input_buffer_lenght: 1.04s
split: eval-5to9spks
metrics: name: Test DER
type: der
value: 42.56
verified: no, task: name: Speaker Diarization
type: speaker-diarization-with-post-processing
dataset: name: DIHARD III Eval (full)
type: dihard3-eval
config: with_overlap_collar_0.0s
input_buffer_lenght: 1.04s
split: eval
metrics: name: Test DER
type: der
value: 18.91
verified: no, task: name: Speaker Diarization
type: speaker-diarization-with-post-processing
dataset: name: CALLHOME (NIST-SRE-2000 Disc8) part2 (2 spk)
type: CALLHOME-part2-2spk
config: with_overlap_collar_0.25s
input_buffer_lenght: 1.04s
split: part2-2spk
metrics: name: Test DER
type: der
value: 6.57
verified: no, task: name: Speaker Diarization
type: speaker-diarization-with-post-processing
dataset: name: CALLHOME (NIST-SRE-2000 Disc8) part2 (3 spk)
type: CALLHOME-part2-3spk
config: with_overlap_collar_0.25s
input_buffer_lenght: 1.04s
split: part2-3spk
metrics: name: Test DER
type: der
value: 10.05
verified: no, task: name: Speaker Diarization
type: speaker-diarization-with-post-processing
dataset: name: CALLHOME (NIST-SRE-2000 Disc8) part2 (4 spk)
type: CALLHOME-part2-4spk
config: with_overlap_collar_0.25s
input_buffer_lenght: 1.04s
split: part2-4spk
metrics: name: Test DER
type: der
value: 12.44
verified: no, task: name: Speaker Diarization
type: speaker-diarization-with-post-processing
dataset: name: CALLHOME (NIST-SRE-2000 Disc8) part2 (5 spk)
type: CALLHOME-part2-5spk
config: with_overlap_collar_0.25s
input_buffer_lenght: 1.04s
split: part2-5spk
metrics: name: Test DER
type: der
value: 21.68
verified: no, task: name: Speaker Diarization
type: speaker-diarization-with-post-processing
dataset: name: CALLHOME (NIST-SRE-2000 Disc8) part2 (6 spk)
type: CALLHOME-part2-6spk
config: with_overlap_collar_0.25s
input_buffer_lenght: 1.04s
split: part2-6spk
metrics: name: Test DER
type: der
value: 28.74
verified: no, task: name: Speaker Diarization
type: speaker-diarization-with-post-processing
dataset: name: CALLHOME (NIST-SRE-2000 Disc8) part2 (full)
type: CALLHOME-part2
config: with_overlap_collar_0.25s
input_buffer_lenght: 1.04s
split: part2
metrics: name: Test DER
type: der
value: 10.7
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
input_buffer_lenght: 1.04s
split: ch109
metrics: name: Test DER
type: der
value: 4.88
verified: no
metrics: der
pipeline_tag: automatic-speech-recognition
Likes: 57 | All-time downloads: 654
Created: 2025-10-15 23:41:41