Model: Jzuluaga/wav2vec2-large-960h-lv60-self-en-atc-uwb-atcc-and-atcosim
Author: Jzuluaga
Pipeline: automatic-speech-recognition
Library: transformers
Tags: transformers, pytorch, wav2vec2, automatic-speech-recognition, audio, en-atc, en, generated_from_trainer, dataset:Jzuluaga/atcosim_corpus, dataset:Jzuluaga/uwb_atcc, arxiv:2203.16822, arxiv:2211.04054, base_model:facebook/wav2vec2-large-960h-lv60-self, base_model:finetune:facebook/wav2vec2-large-960h-lv60-self, license:apache-2.0, model-index, endpoints_compatible, region:us
Base models (finetune): id: facebook/wav2vec2-large-960h-lv60-self
Card metadata: language: en
license: apache-2.0
tags: audio, automatic-speech-recognition, en-atc, en, generated_from_trainer
datasets: Jzuluaga/atcosim_corpus, Jzuluaga/uwb_atcc
metrics: wer
base_model: facebook/wav2vec2-large-960h-lv60-self
model-index: name: wav2vec2-large-960h-lv60-self-en-atc-uwb-atcc-and-atcosim
results: task: type: automatic-speech-recognition
name: Speech Recognition
dataset: name: UWB-ATCC dataset (Air Traffic Control Communications)
type: Jzuluaga/uwb_atcc
config: test
split: test
metrics: type: wer
value: 17.48
name: TEST WER
verified: no, type: wer
value: 14.26
name: TEST WER (+LM)
verified: no, task: type: automatic-speech-recognition
name: Speech Recognition
dataset: name: ATCOSIM corpus (Air Traffic Control Communications)
type: Jzuluaga/atcosim_corpus
config: test
split: test
metrics: type: wer
value: 1.85
name: TEST WER
verified: no, type: wer
value: 1.13
name: TEST WER (+LM)
verified: no
Likes: 4 | All-time downloads: 8550
Created: 2022-11-30 08:17:21