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2023-03-08-asr_wav2vec2_timit_demo_en (#13618)
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* Add model 2023-03-09-pipeline_asr_ami_ersr_wav2vec2_large_lv60_en

* Add model 2023-03-09-asr_exp_w2v2t_wav2vec2_s877_es

* Add model 2023-03-09-pipeline_asr_exp_w2v2t_wav2vec2_s877_es

* Add model 2023-03-09-pipeline_asr_exp_w2v2r_xls_r_gender_male_10_female_0_s530_en

* Add model 2023-03-09-asr_exp_w2v2r_xls_r_gender_male_10_female_0_s530_en

* Add model 2023-03-09-asr_exp_w2v2t_wav2vec2_s112_et

* Add model 2023-03-09-asr_malaya_speech_Mrbrown_finetune1_en

* Add model 2023-03-09-asr_wav2vec2_large_xls_r_300m_j_phoneme_colab_3_en

* Add model 2023-03-09-pipeline_asr_exp_w2v2t_wav2vec2_s112_et

* Add model 2023-03-09-pipeline_asr_malaya_speech_Mrbrown_finetune1_en

* Add model 2023-03-09-pipeline_asr_wav2vec2_large_xls_r_300m_j_phoneme_colab_3_en

* Add model 2023-03-09-asr_exp_w2v2r_xls_r_gender_male_10_female_0_s840_en

* Add model 2023-03-09-asr_wav2vec2_base_timit_demo_google_colab_by_Dewone_en

* Add model 2023-03-09-pipeline_asr_wav2vec2_base_timit_demo_google_colab_by_Dewone_en

* Add model 2023-03-09-pipeline_asr_exp_w2v2r_xls_r_gender_male_10_female_0_s840_en

* Add model 2023-03-09-asr_exp_w2v2t_wav2vec2_s875_es

* Add model 2023-03-09-asr_exp_w2v2t_wav2vec2_s253_et

* Add model 2023-03-09-pipeline_asr_exp_w2v2t_wav2vec2_s875_es

* Add model 2023-03-09-pipeline_asr_exp_w2v2t_wav2vec2_s253_et

* Add model 2023-03-09-pipeline_asr_wav2vec2_burak_300_v2_en

* Add model 2023-03-09-asr_exp_w2v2r_xls_r_gender_male_2_female_8_s182_en

* Add model 2023-03-09-asr_wav2vec2_burak_300_v2_en

* Add model 2023-03-09-pipeline_asr_exp_w2v2r_xls_r_gender_male_2_female_8_s182_en

* Add model 2023-03-09-asr_music_wav2vec2_finetune_en

* Add model 2023-03-09-pipeline_asr_music_wav2vec2_finetune_en

* Add model 2023-03-09-asr_exp_w2v2t_vp_100k_s957_es

* Add model 2023-03-09-pipeline_asr_exp_w2v2t_vp_100k_s957_es

* Add model 2023-03-09-asr_exp_w2v2t_wav2vec2_s635_et

* Add model 2023-03-09-asr_wav2vec2_large_xlsr_chinese_en

* Add model 2023-03-09-pipeline_asr_exp_w2v2t_wav2vec2_s635_et

* Add model 2023-03-09-asr_wav2vec2_base_vios_commonvoice_1_en

* Add model 2023-03-09-asr_exp_w2v2r_xls_r_gender_male_8_female_2_s287_en

* Add model 2023-03-09-pipeline_asr_wav2vec2_large_xlsr_chinese_en

* Add model 2023-03-09-pipeline_asr_exp_w2v2r_xls_r_gender_male_8_female_2_s287_en

* Add model 2023-03-09-pipeline_asr_wav2vec2_base_vios_commonvoice_1_en

* Add model 2023-03-09-pipeline_asr_exp_w2v2t_vp_100k_s468_es

* Add model 2023-03-09-asr_exp_w2v2t_vp_100k_s103_et

* Add model 2023-03-09-pipeline_asr_wav2vec2_large_xls_r_300m_korean_third_en

* Add model 2023-03-09-asr_exp_w2v2r_xls_r_gender_male_8_female_2_s471_en

* Add model 2023-03-09-pipeline_asr_exp_w2v2r_xls_r_gender_male_8_female_2_s471_en

* Add model 2023-03-09-asr_exp_w2v2t_vp_100k_s468_es

* Add model 2023-03-09-asr_wav2vec2_large_xls_r_300m_korean_third_en

* Add model 2023-03-09-asr_exp_w2v2t_vp_100k_s732_es

* Add model 2023-03-09-pipeline_asr_exp_w2v2t_vp_100k_s103_et

* Add model 2023-03-09-pipeline_asr_exp_w2v2t_vp_100k_s732_es

* Add model 2023-03-09-pipeline_asr_exp_w2v2t_vp_100k_s756_et

* Add model 2023-03-09-asr_exp_w2v2t_vp_100k_s756_et

* Add model 2023-03-09-asr_wav2vec2_large_xls_r_300m_korean_sixth_en

* Add model 2023-03-09-pipeline_asr_exp_w2v2r_xls_r_gender_male_8_female_2_s659_en

* Add model 2023-03-09-pipeline_asr_automatic_speech_recognition_en

* Add model 2023-03-09-pipeline_asr_wav2vec2_large_xls_r_300m_korean_sixth_en

* Add model 2023-03-09-asr_exp_w2v2r_xls_r_gender_male_8_female_2_s659_en

* Add model 2023-03-09-asr_wac2vec_lllfantomlll_en

* Add model 2023-03-09-pipeline_asr_wac2vec_lllfantomlll_en

* Add model 2023-03-09-pipeline_asr_exp_w2v2t_xlsr_53_s377_es

* Add model 2023-03-09-asr_exp_w2v2t_vp_100k_s377_et

* Add model 2023-03-09-asr_XLS_R_timit_en

* Add model 2023-03-09-pipeline_asr_exp_w2v2t_vp_100k_s377_et

* Add model 2023-03-09-pipeline_asr_first_try_en

* Add model 2023-03-09-asr_ai_light_dance_singing_pretrain_wav2vec2_large_lv60_5gram_en

* Add model 2023-03-09-asr_first_try_en

* Add model 2023-03-09-asr_automatic_speech_recognition_en

* Add model 2023-03-09-pipeline_asr_ai_light_dance_singing_pretrain_wav2vec2_large_lv60_5gram_en

* Add model 2023-03-09-pipeline_asr_exp_w2v2t_xlsr_53_s756_es

* Add model 2023-03-09-pipeline_asr_exp_w2v2t_xlsr_53_s474_et

* Add model 2023-03-09-pipeline_asr_XLS_R_timit_en

* Add model 2023-03-09-pipeline_asr_thesis_audio_4_en

* Add model 2023-03-09-asr_exp_w2v2t_xlsr_53_s474_et

* Add model 2023-03-09-pipeline_asr_vakyansh_wav2vec2_bengali_bnm_200_en

* Add model 2023-03-09-asr_exp_w2v2t_xlsr_53_s756_es

* Add model 2023-03-09-asr_thesis_audio_4_en

* Add model 2023-03-09-asr_exp_w2v2t_xlsr_53_s377_es

* Add model 2023-03-09-asr_vakyansh_wav2vec2_dogri_doi_55_en

* Add model 2023-03-09-asr_vakyansh_wav2vec2_bengali_bnm_200_en

* Add model 2023-03-09-pipeline_asr_wav2vec2_large_xls_r_300m_turkish_colab_by_Priya9_en

* Add model 2023-03-09-asr_wav2vec2_base_timit_google_colab_by_zoha_en

* Add model 2023-03-09-pipeline_asr_wav2vec2_base_timit_google_colab_by_zoha_en

* Add model 2023-03-09-asr_noora_en

* Add model 2023-03-09-pipeline_asr_noora_en

* Add model 2023-03-09-pipeline_asr_exp_w2v2t_xlsr_53_s952_et

* Add model 2023-03-09-asr_exp_w2v2t_xlsr_53_s103_es

* Add model 2023-03-09-asr_exp_w2v2t_xlsr_53_s952_et

* Add model 2023-03-09-pipeline_asr_exp_w2v2t_xlsr_53_s186_et

* Add model 2023-03-09-pipeline_asr_wav2vec2_xls_r_300m_demo_colab_en

* Add model 2023-03-09-asr_wav2vec2_xls_r_300m_demo_colab_en

* Add model 2023-03-09-asr_84rry_xls_r_300M_AR_improved_en

* Add model 2023-03-09-pipeline_asr_exp_w2v2t_xlsr_53_s103_es

* Add model 2023-03-09-pipeline_asr_84rry_xls_r_300M_AR_improved_en

* Add model 2023-03-09-asr_exp_w2v2t_xlsr_53_s186_et

* Add model 2023-03-09-asr_exp_w2v2t_vp_s44_es

* Add model 2023-03-09-pipeline_asr_exp_w2v2t_vp_s863_es

* Add model 2023-03-09-asr_wav2vec2_large_xls_r_300m_turkish_colab_by_Priya9_en

* Add model 2023-03-09-asr_exp_w2v2t_vp_s863_es

* Add model 2023-03-09-pipeline_asr_vakyansh_wav2vec2_dogri_doi_55_en

* Add model 2023-03-09-asr_wav2vec2_large_xls_r_300m_zeroth_colab_en

* Add model 2023-03-09-pipeline_asr_exp_w2v2t_vp_s44_es

* Add model 2023-03-09-pipeline_asr_wav2vec2_large_xls_r_300m_zeroth_colab_en

* Add model 2023-03-09-asr_exp_w2v2t_vp_s953_et

* Add model 2023-03-09-pipeline_asr_exp_w2v2t_vp_s953_et

* Add model 2023-03-09-pipeline_asr_wav2vec2test_en

* Add model 2023-03-09-pipeline_asr_wav2vec2_xlsr_300_en

* Add model 2023-03-09-asr_wav2vec2test_en

* Add model 2023-03-09-asr_wav2vec2_xlsr_300_en

* Add model 2023-03-09-asr_exp_w2v2t_vp_s93_es

* Add model 2023-03-09-pipeline_asr_exp_w2v2t_vp_s93_es

* Add model 2023-03-09-asr_tstw2_en

* Add model 2023-03-09-pipeline_asr_tstw2_en

* Add model 2023-03-09-asr_wav2vec2_large_xls_r_300m_colab_3_en

* Add model 2023-03-09-pipeline_asr_wav2vec2_large_xls_r_300m_colab_3_en

* Add model 2023-03-09-asr_exp_w2v2t_vp_s807_et

* Add model 2023-03-09-asr_wav2vec2_lar_xlsr_finetune_col_en

* Add model 2023-03-09-pipeline_asr_exp_w2v2t_vp_s807_et

* Add model 2023-03-09-pipeline_asr_wav2vec2_lar_xlsr_finetune_col_en

* Add model 2023-03-09-asr_exp_w2v2t_pretraining_s445_es

* Add model 2023-03-09-pipeline_asr_exp_w2v2t_pretraining_s445_es

* Add model 2023-03-09-asr_wav2vec2_librispeech_clean_100h_demo_dist_by_x574chen_en

* Add model 2023-03-09-pipeline_asr_wav2vec2_librispeech_clean_100h_demo_dist_by_x574chen_en

* Add model 2023-03-09-asr_wav2vec2_large_xlsr_with_lm_en

* Add model 2023-03-09-pipeline_asr_wav2vec2_large_xlsr_with_lm_en

* Add model 2023-03-09-asr_wav2vec2_large_xls_r_300m_turkish_colab_by_Yixuan_en

* Add model 2023-03-09-pipeline_asr_wav2vec2_large_xls_r_300m_turkish_colab_by_Yixuan_en

* Add model 2023-03-09-asr_exp_w2v2t_vp_s445_et

* Add model 2023-03-09-pipeline_asr_exp_w2v2t_vp_s445_et

* Add model 2023-03-09-asr_tsttst_en

* Add model 2023-03-09-pipeline_asr_tsttst_en

* Add model 2023-03-09-asr_exp_w2v2t_pretraining_s807_es

* Add model 2023-03-09-pipeline_asr_exp_w2v2t_pretraining_s807_es

* Add model 2023-03-09-asr_wav2vec2_assamese_stt_en

* Add model 2023-03-09-pipeline_asr_wav2vec2_assamese_stt_en

* Add model 2023-03-09-asr_wav2vec2_large_xls_r_300m_turkish_colab_by_fatimaseemab_en

* Add model 2023-03-09-pipeline_asr_wav2vec2_large_xls_r_300m_turkish_colab_by_fatimaseemab_en

* Add model 2023-03-09-asr_exp_w2v2t_pretraining_s211_et

* Add model 2023-03-09-pipeline_asr_exp_w2v2t_pretraining_s211_et

* Add model 2023-03-09-asr_wav2vec2_english_stt_en

* Add model 2023-03-09-pipeline_asr_wav2vec2_english_stt_en

* Add model 2023-03-09-asr_ai_light_dance_singing_wav2vec2_large_xlsr_53_en

* Add model 2023-03-09-pipeline_asr_ai_light_dance_singing_wav2vec2_large_xlsr_53_en

* Add model 2023-03-09-asr_exp_w2v2t_pretraining_s953_es

* Add model 2023-03-09-pipeline_asr_exp_w2v2t_pretraining_s953_es

* Add model 2023-03-09-asr_wav2vec2_large_xls_r_300m_turkish_colab_by_1ucky40nc3_en

* Add model 2023-03-09-pipeline_asr_wav2vec2_large_xls_r_300m_turkish_colab_by_1ucky40nc3_en

* Add model 2023-03-09-asr_exp_w2v2t_pretraining_s568_et

* Add model 2023-03-09-asr_wav2vec2_base_timit_demo_google_colab_by_mikeluck_en

* Add model 2023-03-09-pipeline_asr_exp_w2v2t_pretraining_s568_et

* Add model 2023-03-09-pipeline_asr_wav2vec2_base_timit_demo_google_colab_by_mikeluck_en

* Add model 2023-03-09-asr_wav2vec2_large_xlsr_53_sakha_en

* Add model 2023-03-09-asr_exp_w2v2t_vp_s169_es

* Add model 2023-03-09-asr_exp_w2v2t_pretraining_s663_et

* Add model 2023-03-09-pipeline_asr_exp_w2v2t_vp_s169_es

* Add model 2023-03-09-pipeline_asr_exp_w2v2t_pretraining_s663_et

* Add model 2023-03-09-pipeline_asr_wav2vec2_large_xlsr_53_sakha_en

* Add model 2023-03-09-pipeline_asr_ai_light_dance_singing_wav2vec2_large_xlsr_53_5gram_en

* Add model 2023-03-09-asr_ai_light_dance_singing_wav2vec2_large_xlsr_53_5gram_en

* Add model 2023-03-09-asr_FYP_ARABIC_en

* Add model 2023-03-09-pipeline_asr_FYP_ARABIC_en

* Add model 2023-03-09-asr_wav2vec2_large_xlsr_53_th

* Add model 2023-03-09-asr_exp_w2v2t_wav2vec2_s930_de

* Add model 2023-03-09-pipeline_asr_wav2vec2_large_xlsr_53_th

* Add model 2023-03-09-pipeline_asr_exp_w2v2t_wav2vec2_s930_de

* Add model 2023-03-09-asr_jbspeechrec_alz_en

* Add model 2023-03-09-pipeline_asr_jbspeechrec_alz_en

* Add model 2023-03-09-asr_Test_demo_colab_en

* Add model 2023-03-09-pipeline_asr_Test_demo_colab_en

* Add model 2023-03-09-asr_exp_w2v2t_vp_s581_et

* Add model 2023-03-09-asr_exp_w2v2t_vp_s980_es

* Add model 2023-03-09-pipeline_asr_exp_w2v2t_vp_s581_et

* Add model 2023-03-09-pipeline_asr_exp_w2v2t_vp_s980_es

* Add model 2023-03-09-asr_wav2vec2_xlsr_53_in_en

* Add model 2023-03-09-asr_modelLM_en

* Add model 2023-03-09-pipeline_asr_wav2vec2_xlsr_53_in_en

* Add model 2023-03-09-pipeline_asr_modelLM_en

* Add model 2023-03-09-asr_exp_w2v2t_vp_s859_es

* Add model 2023-03-09-asr_exp_w2v2t_vp_s600_et

* Add model 2023-03-09-pipeline_asr_exp_w2v2t_vp_s859_es

* Add model 2023-03-09-pipeline_asr_exp_w2v2t_vp_s600_et

* Add model 2023-03-09-asr_german_trained_en

* Add model 2023-03-09-asr_wav2vec2_large_xls_r_300m_turkish_colab_by_pinot_en

* Add model 2023-03-09-pipeline_asr_wav2vec2_large_xls_r_300m_turkish_colab_by_pinot_en

* Add model 2023-03-09-pipeline_asr_german_trained_en

* Add model 2023-03-09-asr_exp_w2v2t_vp_s3_et

* Add model 2023-03-09-asr_wav2vec2_base_timit_demo_colab_by_deepdml_en

* Add model 2023-03-09-asr_exp_w2v2t_vp_s515_es

* Add model 2023-03-09-pipeline_asr_exp_w2v2t_vp_s3_et

* Add model 2023-03-09-pipeline_asr_exp_w2v2t_vp_s515_es

* Add model 2023-03-09-asr_wav2vec2_base_timit_demo_google_colab_by_eugenetanjc_en

* Add model 2023-03-09-pipeline_asr_wav2vec2_base_timit_demo_colab_by_deepdml_en

* Add model 2023-03-09-asr_wav2vec2_large_english_phoneme_en

* Add model 2023-03-09-pipeline_asr_wav2vec2_base_timit_demo_google_colab_by_eugenetanjc_en

* Add model 2023-03-09-pipeline_asr_wav2vec2_large_english_phoneme_en

* Add model 2023-03-09-asr_Project_NLP_en

* Add model 2023-03-09-pipeline_asr_Project_NLP_en

* Add model 2023-03-09-asr_wav2vec2_large_xlsr_cnh_en

* Add model 2023-03-09-pipeline_asr_wav2vec2_large_xlsr_cnh_en

* Add model 2023-03-09-asr_exp_w2v2t_vp_s95_et

* Add model 2023-03-09-asr_exp_w2v2t_vp_s250_es

* Add model 2023-03-09-pipeline_asr_exp_w2v2t_vp_s95_et

* Add model 2023-03-09-pipeline_asr_exp_w2v2t_vp_s250_es

* Add model 2023-03-09-asr_wav2vec2_large_xls_r_300m_korean_e_en

* Add model 2023-03-09-pipeline_asr_wav2vec2_large_xls_r_300m_korean_e_en

* Add model 2023-03-09-asr_ai_light_dance_singing_wav2vec2_large_xlsr_53_5gram_v2_en

* Add model 2023-03-09-pipeline_asr_ai_light_dance_singing_wav2vec2_large_xlsr_53_5gram_v2_en

* Add model 2023-03-09-asr_wav2vec2_large_xlsr_sursilv_en

* Add model 2023-03-09-pipeline_asr_wav2vec2_large_xlsr_sursilv_en

* Add model 2023-03-09-asr_exp_w2v2t_vp_s203_es

* Add model 2023-03-09-asr_NLP_Project_en

* Add model 2023-03-09-asr_exp_w2v2t_vp_s803_et

* Add model 2023-03-09-pipeline_asr_exp_w2v2t_vp_s203_es

* Add model 2023-03-09-asr_wav2vec2_burak_300_v2_2_en

* Add model 2023-03-09-pipeline_asr_wav2vec2_burak_300_v2_2_en

* Add model 2023-03-09-pipeline_asr_wav2vec_osr_en

* Add model 2023-03-09-pipeline_asr_NLP_Project_en

* Add model 2023-03-09-asr_wav2vec_osr_en

* Add model 2023-03-09-pipeline_asr_exp_w2v2t_vp_s803_et

* Add model 2023-03-09-asr_ai_light_dance_singing_wav2vec2_large_xlsr_53_5gram_v3_en

* Add model 2023-03-09-asr_exp_w2v2t_vp_s353_et

* Add model 2023-03-09-asr_exp_w2v2t_vp_s924_es

* Add model 2023-03-09-pipeline_asr_exp_w2v2t_vp_s353_et

* Add model 2023-03-09-pipeline_asr_ai_light_dance_singing_wav2vec2_large_xlsr_53_5gram_v3_en

* Add model 2023-03-09-asr_wav2vec2_large_xls_r_300m_turkish_colab_2_by_alikanakar_en

* Add model 2023-03-09-pipeline_asr_wav2vec2_large_xls_r_300m_turkish_colab_2_by_alikanakar_en

* Add model 2023-03-09-pipeline_asr_exp_w2v2t_vp_s924_es

* Add model 2023-03-09-asr_wav2vec2_base_checkpoint_7.1_en

* Add model 2023-03-09-pipeline_asr_wav2vec2_base_checkpoint_7.1_en

* Add model 2023-03-09-asr_ai_light_dance_singing_wav2vec2_large_xlsr_53_5gram_v4_en

* Add model 2023-03-09-asr_exp_w2v2t_vp_s878_es

* Add model 2023-03-09-pipeline_asr_ai_light_dance_singing_wav2vec2_large_xlsr_53_5gram_v4_en

* Add model 2023-03-09-pipeline_asr_exp_w2v2t_vp_s878_es

* Add model 2023-03-09-asr_exp_w2v2t_vp_s354_et

* Add model 2023-03-09-pipeline_asr_exp_w2v2t_vp_s354_et

* Add model 2023-03-09-asr_wav2vec2_base_exp3.5_local_en

* Add model 2023-03-09-pipeline_asr_wav2vec2_base_exp3.5_local_en

* Add model 2023-03-09-asr_wav2vec2_cetuc_sid_voxforge_mls_2_en

* Add model 2023-03-09-pipeline_asr_wav2vec2_cetuc_sid_voxforge_mls_2_en

* Add model 2023-03-09-asr_exp_w2v2r_vp_100k_accent_surpeninsular_5_nortepeninsular_5_s324_es

* Add model 2023-03-09-pipeline_asr_exp_w2v2r_vp_100k_accent_surpeninsular_5_nortepeninsular_5_s324_es

* Add model 2023-03-09-asr_exp_w2v2t_vp_s797_et

* Add model 2023-03-09-asr_Malaya_speech_fine_tune_realcase_22_Jun_en

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---------

Co-authored-by: ahmedlone127 <ahmedlone127@gmail.com>
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90 changes: 90 additions & 0 deletions docs/_posts/ahmedlone127/2023-03-08-asr_20220517_150219_en.md
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---
layout: model
title: English asr_20220517_150219 TFWav2Vec2ForCTC from lilitket
author: John Snow Labs
name: asr_20220517_150219
date: 2023-03-08
tags: [wav2vec2, en, audio, open_source, asr, tensorflow]
task: Automatic Speech Recognition
language: en
edition: Spark NLP 4.4.0
spark_version: 3.0
supported: true
engine: tensorflow
annotator: Wav2Vec2ForCTC
article_header:
type: cover
use_language_switcher: "Python-Scala-Java"
---

## Description

Pretrained Wav2vec2 model, adapted from Hugging Face and curated to provide scalability and production-readiness using Spark NLP.`asr_20220517_150219` is a English model originally trained by lilitket.

NOTE: This model only works on a CPU, if you need to use this model on a GPU device please use asr_20220517_150219_gpu

{:.btn-box}
<button class="button button-orange" disabled>Live Demo</button>
<button class="button button-orange" disabled>Open in Colab</button>
[Download](https://s3.amazonaws.com/auxdata.johnsnowlabs.com/public/models/asr_20220517_150219_en_4.4.0_3.0_1678298079207.zip){:.button.button-orange}
[Copy S3 URI](s3://auxdata.johnsnowlabs.com/public/models/asr_20220517_150219_en_4.4.0_3.0_1678298079207.zip){:.button.button-orange.button-orange-trans.button-icon.button-copy-s3}

## How to use



<div class="tabs-box" markdown="1">
{% include programmingLanguageSelectScalaPythonNLU.html %}
```python

audio_assembler = AudioAssembler() \
.setInputCol("audio_content") \
.setOutputCol("audio_assembler")

speech_to_text = Wav2Vec2ForCTC \
.pretrained("asr_20220517_150219", "en")\
.setInputCols("audio_assembler") \
.setOutputCol("text")

pipeline = Pipeline(stages=[
audio_assembler,
speech_to_text,
])

pipelineModel = pipeline.fit(audioDf)

pipelineDF = pipelineModel.transform(audioDf)
```
```scala

val audioAssembler = new AudioAssembler()
.setInputCol("audio_content")
.setOutputCol("audio_assembler")

val speechToText = Wav2Vec2ForCTC
.pretrained("asr_20220517_150219", "en")
.setInputCols("audio_assembler")
.setOutputCol("text")

val pipeline = new Pipeline().setStages(Array(audioAssembler, speechToText))

val pipelineModel = pipeline.fit(audioDf)

val pipelineDF = pipelineModel.transform(audioDf)

```
</div>

{:.model-param}
## Model Information

{:.table-model}
|---|---|
|Model Name:|asr_20220517_150219|
|Compatibility:|Spark NLP 4.4.0+|
|License:|Open Source|
|Edition:|Official|
|Input Labels:|[audio_assembler]|
|Output Labels:|[text]|
|Language:|en|
|Size:|1.2 GB|
90 changes: 90 additions & 0 deletions docs/_posts/ahmedlone127/2023-03-08-asr_20220517_184412_en.md
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---
layout: model
title: English asr_20220517_184412 TFWav2Vec2ForCTC from lilitket
author: John Snow Labs
name: asr_20220517_184412
date: 2023-03-08
tags: [wav2vec2, en, audio, open_source, asr, tensorflow]
task: Automatic Speech Recognition
language: en
edition: Spark NLP 4.4.0
spark_version: 3.0
supported: true
engine: tensorflow
annotator: Wav2Vec2ForCTC
article_header:
type: cover
use_language_switcher: "Python-Scala-Java"
---

## Description

Pretrained Wav2vec2 model, adapted from Hugging Face and curated to provide scalability and production-readiness using Spark NLP.`asr_20220517_184412` is a English model originally trained by lilitket.

NOTE: This model only works on a CPU, if you need to use this model on a GPU device please use asr_20220517_184412_gpu

{:.btn-box}
<button class="button button-orange" disabled>Live Demo</button>
<button class="button button-orange" disabled>Open in Colab</button>
[Download](https://s3.amazonaws.com/auxdata.johnsnowlabs.com/public/models/asr_20220517_184412_en_4.4.0_3.0_1678298728447.zip){:.button.button-orange}
[Copy S3 URI](s3://auxdata.johnsnowlabs.com/public/models/asr_20220517_184412_en_4.4.0_3.0_1678298728447.zip){:.button.button-orange.button-orange-trans.button-icon.button-copy-s3}

## How to use



<div class="tabs-box" markdown="1">
{% include programmingLanguageSelectScalaPythonNLU.html %}
```python

audio_assembler = AudioAssembler() \
.setInputCol("audio_content") \
.setOutputCol("audio_assembler")

speech_to_text = Wav2Vec2ForCTC \
.pretrained("asr_20220517_184412", "en")\
.setInputCols("audio_assembler") \
.setOutputCol("text")

pipeline = Pipeline(stages=[
audio_assembler,
speech_to_text,
])

pipelineModel = pipeline.fit(audioDf)

pipelineDF = pipelineModel.transform(audioDf)
```
```scala

val audioAssembler = new AudioAssembler()
.setInputCol("audio_content")
.setOutputCol("audio_assembler")

val speechToText = Wav2Vec2ForCTC
.pretrained("asr_20220517_184412", "en")
.setInputCols("audio_assembler")
.setOutputCol("text")

val pipeline = new Pipeline().setStages(Array(audioAssembler, speechToText))

val pipelineModel = pipeline.fit(audioDf)

val pipelineDF = pipelineModel.transform(audioDf)

```
</div>

{:.model-param}
## Model Information

{:.table-model}
|---|---|
|Model Name:|asr_20220517_184412|
|Compatibility:|Spark NLP 4.4.0+|
|License:|Open Source|
|Edition:|Official|
|Input Labels:|[audio_assembler]|
|Output Labels:|[text]|
|Language:|en|
|Size:|1.2 GB|
90 changes: 90 additions & 0 deletions docs/_posts/ahmedlone127/2023-03-08-asr_84rry_xlsr_53_arabic_en.md
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---
layout: model
title: English asr_84rry_xlsr_53_arabic TFWav2Vec2ForCTC from 84rry
author: John Snow Labs
name: asr_84rry_xlsr_53_arabic
date: 2023-03-08
tags: [wav2vec2, en, audio, open_source, asr, tensorflow]
task: Automatic Speech Recognition
language: en
edition: Spark NLP 4.4.0
spark_version: 3.0
supported: true
engine: tensorflow
annotator: Wav2Vec2ForCTC
article_header:
type: cover
use_language_switcher: "Python-Scala-Java"
---

## Description

Pretrained Wav2vec2 model, adapted from Hugging Face and curated to provide scalability and production-readiness using Spark NLP.`asr_84rry_xlsr_53_arabic` is a English model originally trained by 84rry.

NOTE: This model only works on a CPU, if you need to use this model on a GPU device please use asr_84rry_xlsr_53_arabic_gpu

{:.btn-box}
<button class="button button-orange" disabled>Live Demo</button>
<button class="button button-orange" disabled>Open in Colab</button>
[Download](https://s3.amazonaws.com/auxdata.johnsnowlabs.com/public/models/asr_84rry_xlsr_53_arabic_en_4.4.0_3.0_1678301575216.zip){:.button.button-orange}
[Copy S3 URI](s3://auxdata.johnsnowlabs.com/public/models/asr_84rry_xlsr_53_arabic_en_4.4.0_3.0_1678301575216.zip){:.button.button-orange.button-orange-trans.button-icon.button-copy-s3}

## How to use



<div class="tabs-box" markdown="1">
{% include programmingLanguageSelectScalaPythonNLU.html %}
```python

audio_assembler = AudioAssembler() \
.setInputCol("audio_content") \
.setOutputCol("audio_assembler")

speech_to_text = Wav2Vec2ForCTC \
.pretrained("asr_84rry_xlsr_53_arabic", "en")\
.setInputCols("audio_assembler") \
.setOutputCol("text")

pipeline = Pipeline(stages=[
audio_assembler,
speech_to_text,
])

pipelineModel = pipeline.fit(audioDf)

pipelineDF = pipelineModel.transform(audioDf)
```
```scala

val audioAssembler = new AudioAssembler()
.setInputCol("audio_content")
.setOutputCol("audio_assembler")

val speechToText = Wav2Vec2ForCTC
.pretrained("asr_84rry_xlsr_53_arabic", "en")
.setInputCols("audio_assembler")
.setOutputCol("text")

val pipeline = new Pipeline().setStages(Array(audioAssembler, speechToText))

val pipelineModel = pipeline.fit(audioDf)

val pipelineDF = pipelineModel.transform(audioDf)

```
</div>

{:.model-param}
## Model Information

{:.table-model}
|---|---|
|Model Name:|asr_84rry_xlsr_53_arabic|
|Compatibility:|Spark NLP 4.4.0+|
|License:|Open Source|
|Edition:|Official|
|Input Labels:|[audio_assembler]|
|Output Labels:|[text]|
|Language:|en|
|Size:|1.2 GB|
Original file line number Diff line number Diff line change
@@ -0,0 +1,90 @@
---
layout: model
title: English asr_AIDman_wav2vec2_large_xls_r_300m_Irish_colab TFWav2Vec2ForCTC from AIDman
author: John Snow Labs
name: asr_AIDman_wav2vec2_large_xls_r_300m_Irish_colab
date: 2023-03-08
tags: [wav2vec2, en, audio, open_source, asr, tensorflow]
task: Automatic Speech Recognition
language: en
edition: Spark NLP 4.4.0
spark_version: 3.0
supported: true
engine: tensorflow
annotator: Wav2Vec2ForCTC
article_header:
type: cover
use_language_switcher: "Python-Scala-Java"
---

## Description

Pretrained Wav2vec2 model, adapted from Hugging Face and curated to provide scalability and production-readiness using Spark NLP.`asr_AIDman_wav2vec2_large_xls_r_300m_Irish_colab` is a English model originally trained by AIDman.

NOTE: This model only works on a CPU, if you need to use this model on a GPU device please use asr_AIDman_wav2vec2_large_xls_r_300m_Irish_colab_gpu

{:.btn-box}
<button class="button button-orange" disabled>Live Demo</button>
<button class="button button-orange" disabled>Open in Colab</button>
[Download](https://s3.amazonaws.com/auxdata.johnsnowlabs.com/public/models/asr_AIDman_wav2vec2_large_xls_r_300m_Irish_colab_en_4.4.0_3.0_1678317151768.zip){:.button.button-orange}
[Copy S3 URI](s3://auxdata.johnsnowlabs.com/public/models/asr_AIDman_wav2vec2_large_xls_r_300m_Irish_colab_en_4.4.0_3.0_1678317151768.zip){:.button.button-orange.button-orange-trans.button-icon.button-copy-s3}

## How to use



<div class="tabs-box" markdown="1">
{% include programmingLanguageSelectScalaPythonNLU.html %}
```python

audio_assembler = AudioAssembler() \
.setInputCol("audio_content") \
.setOutputCol("audio_assembler")

speech_to_text = Wav2Vec2ForCTC \
.pretrained("asr_AIDman_wav2vec2_large_xls_r_300m_Irish_colab", "en")\
.setInputCols("audio_assembler") \
.setOutputCol("text")

pipeline = Pipeline(stages=[
audio_assembler,
speech_to_text,
])

pipelineModel = pipeline.fit(audioDf)

pipelineDF = pipelineModel.transform(audioDf)
```
```scala

val audioAssembler = new AudioAssembler()
.setInputCol("audio_content")
.setOutputCol("audio_assembler")

val speechToText = Wav2Vec2ForCTC
.pretrained("asr_AIDman_wav2vec2_large_xls_r_300m_Irish_colab", "en")
.setInputCols("audio_assembler")
.setOutputCol("text")

val pipeline = new Pipeline().setStages(Array(audioAssembler, speechToText))

val pipelineModel = pipeline.fit(audioDf)

val pipelineDF = pipelineModel.transform(audioDf)

```
</div>

{:.model-param}
## Model Information

{:.table-model}
|---|---|
|Model Name:|asr_AIDman_wav2vec2_large_xls_r_300m_Irish_colab|
|Compatibility:|Spark NLP 4.4.0+|
|License:|Open Source|
|Edition:|Official|
|Input Labels:|[audio_assembler]|
|Output Labels:|[text]|
|Language:|en|
|Size:|1.2 GB|
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