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Open Whisper-style Speech Models (OWSM)
Fully open Whisper-style speech foundation models developed by CMU WAVLab: https://www.wavlab.org/activities/2024/owsm/
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pyf98/owsm_ctc_v3.1_1B
Automatic Speech Recognition • Updated • 211 • 11Note (ACL'24) CTC-based non-autoregressive speech foundation model for multilingual ASR, ST, and LID.
pyf98/owsm_ctc_v3.2_ft_1B
Automatic Speech Recognition • Updated • 28 • 1Note OWSM-CTC v3.1 is further fine-tuned on v3.2 data to improve long-form robustness.
espnet/owsm_v3.1_ebf
Automatic Speech Recognition • Updated • 245 • 13Note (INTERSPEECH'24) OWSM v3.1 medium with 1.02B parameters.
espnet/owsm_v3.1_ebf_small
Automatic Speech Recognition • Updated • 38 • 2Note (INTERSPEECH'24) OWSM v3.1 small with 367M parameters.
espnet/owsm_v3.1_ebf_base
Automatic Speech Recognition • Updated • 22 • 3Note (INTERSPEECH'24) OWSM v3.1 base with 101M parameters.
espnet/owsm_v3.1_ebf_small_lowrestriction
Automatic Speech Recognition • Updated • 19 • 2Note (INTERSPEECH'24) OWSM v3.1 small trained on a subset of data with low restriction licenses.
espnet/owsm_v3.2
Automatic Speech Recognition • Updated • 13 • 2Note (INTERSPEECH'24) OWSM small with data cleaning.
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espnet/owsm_v3
Automatic Speech Recognition • Updated • 13 • 27 -
espnet/owsm_v2_ebranchformer
Automatic Speech Recognition • Updated • 13 -
espnet/owsm_v2
Automatic Speech Recognition • Updated • 13 • 4 -
espnet/owsm_v1
Automatic Speech Recognition • Updated • 8 -
OWSM-CTC: An Open Encoder-Only Speech Foundation Model for Speech Recognition, Translation, and Language Identification
Paper • 2402.12654 • Published • 1 -
OWSM v3.1: Better and Faster Open Whisper-Style Speech Models based on E-Branchformer
Paper • 2401.16658 • Published • 13 -
Reproducing Whisper-Style Training Using an Open-Source Toolkit and Publicly Available Data
Paper • 2309.13876 • Published • 1