Kaldi L2 Speakers Recipe 22.10

Gunnarsson, Þorsteinn Daði; Hernández Mena, Carlos Daniel; Mestrou, Thomas

Kaldi L2 Speakers Recipe 22.10

Clarin IS Repository

Authors: Gunnarsson, Þorsteinn Daði ; Hernández Mena, Carlos Daniel and Mestrou, Thomas

Item identifier: http://hdl.handle.net/20.500.12537/291

Project URL: https://github.com/cadia-lvl/samromur-asr/tree/s5_l2_speakers

Date issued: 2022-10-01

Type: toolService

Language(s): Icelandic

Description: This release includes a recipe intended to show how to integrate the corpus "Samromur L2 22.09" [1] and the "Icelandic Language Models with Pronunciations 22.01" [2] to create automatic speech recognition systems using the Kaldi toolkit. Þessi útgáfa inniheldur talgreiningarforskrift sem sýnir hvernig má beita talmálheildinni „Samromur L2 22.09“ [1] ásamt „Íslenskum mállíkönum með framburðarorðabók 22.01“ [2] til þess að byggja talgreiningarkerfi með verkfærakistunni Kaldi. [1] http://hdl.handle.net/20.500.12537/263 [2] http://hdl.handle.net/20.500.12537/172

Publisher: Language & Voice Laboratory, Reykjavík University

Subject(s): ASR Automatic Speech Recognition Kaldi Recipe

Collection(s): Clarin IS

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Name: samromur-asr-M9-l2.tar.gz
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Description: Code for recipe
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samromur-asr-M9-l2
- s5_adolescents_lstm
  - cmd.sh794 B
  - run.sh16 kB
  - conf
    - decode_dnn.config458 B
    - mfcc_hires.conf670 B
    - plp.conf35 B
    - mfcc.conf48 B
    - decode.config91 B
    - pitch_process.conf0 B
    - online_cmvn.conf95 B
    - pitch.conf59 B
    - fbank.conf249 B
    - slurm.conf562 B
  - local
    - Prefabricated_Files
      - silence_phones.txt8 B
      - extra_questions.txt0 B
      - optional_silence.txt4 B
      - nonsilence_phones.txt196 B
    - create_lexicon.py2 kB
    - chain
      - run_tdnn_lstm_ADAPTED.sh0 B
      - compare_wer_general.sh3 kB
      - tuning
        run_lstm_1c.sh10 kB
        run_tdnn_lstm_1r.sh14 kB
        run_tdnn_1f.sh10 kB
        run_tdnn_lstm_1a.sh11 kB
        run_tdnn_lstm_1f.sh13 kB
        run_tdnn_lstm_1k.sh14 kB
        run_lstm_1e_ADAPTED.sh14 kB
        run_lstm_1a.sh10 kB
        run_tdnn_1d.sh10 kB
        run_tdnn_lstm_attention_bs_1a.sh15 kB
        run_tdnn_lstm_1u.sh13 kB
        run_tdnn_lstm_1d.sh13 kB
        run_tdnn_lstm_1i.sh14 kB
        run_tdnn_lstm_1n.sh14 kB
        run_tdnn_1b.sh9 kB
        run_blstm_1a.sh10 kB
        run_lstm_1d.sh11 kB
        run_tdnn_lstm_1s.sh13 kB
        run_tdnn_1g.sh10 kB
        run_tdnn_lstm_1b.sh13 kB
        run_tdnn_lstm_1g.sh13 kB
        run_tdnn_lstm_attention_1a.sh14 kB
        run_tdnn_lstm_1e_disc.sh10 kB
        run_tdnn_lstm_1l.sh13 kB
        run_lstm_1b.sh10 kB
        run_tdnn_1e.sh10 kB
        run_tdnn_lstm_attention_bs_1b.sh13 kB
        run_tdnn_lstm_1v.sh13 kB
        run_tdnn_lstm_1e.sh17 kB
        run_tdnn_lstm_1j.sh14 kB
        run_tdnn_lstm_1o.sh15 kB
        run_tdnn_1c.sh11 kB
        run_lstm_1e.sh10 kB
        run_tdnn_lstm_1t.sh13 kB
        run_tdnn_lstm_1c.sh11 kB
        run_tdnn_lstm_1h.sh13 kB
        run_tdnn_lstm_1m.sh13 kB
        run_tdnn_1a.sh7 kB
    - utils.sh1 kB
    - nnet3
      - run_tdnn_lstm.sh0 B
      - run_tdnn_lstm_disc.sh0 B
      - run_tdnn_lstm_lfr.sh0 B
      - run_tdnn.sh0 B
      - run_ivector_common_ADAPTED.sh13 kB
      - run_lstm.sh0 B
      - tuning
        run_tdnn_lstm_1c.sh8 kB
        run_lstm_1a.sh6 kB
        run_tdnn_1b.sh6 kB
        run_tdnn_lstm_1b.sh8 kB
        run_tdnn_1a.sh4 kB
        run_tdnn_lstm_1a_disc.sh10 kB
        run_tdnn_lstm_1a.sh7 kB
        run_tdnn_lfr_1a.sh7 kB
        run_tdnn_lstm_1b_disc.sh7 kB
        run_tdnn_1c.sh7 kB
        run_tdnn_lstm_lfr_1a.sh11 kB
      - run_blstm.sh1 kB
      - compare_wer.sh3 kB
      - run_ivector_common.sh9 kB
    - score.sh5 kB
    - samromur_adolescents_data_prep.py5 kB
  - setup.sh182 B
  - path.sh311 B
  - RESULTS549 B
- s5_tdnn_lstm
  - cmd.sh778 B
  - run.sh12 kB
  - conf
    - decode_dnn.config458 B
    - mfcc_hires.conf670 B
    - plp.conf35 B
    - mfcc.conf48 B
    - decode.config91 B
    - pitch_process.conf0 B
    - online_cmvn.conf95 B
    - pitch.conf59 B
    - fbank.conf249 B
    - slurm.conf562 B
  - local
    - chain
      - run_tdnn_lstm.sh0 B
      - tuning
        run_tdnn_lstm_1e_lvl.sh19 kB
    - nnet3
      - run_tdnn_lstm.sh0 B
      - run_tdnn_lstm_disc.sh0 B
      - run_tdnn_lstm_lfr.sh0 B
      - run_tdnn.sh0 B
      - run_lstm.sh0 B
      - tuning
        run_tdnn_lstm_1c.sh8 kB
        run_lstm_1a.sh6 kB
        run_tdnn_1b.sh6 kB
        run_tdnn_lstm_1b.sh8 kB
        run_tdnn_1a.sh4 kB
        run_tdnn_lstm_1a_disc.sh10 kB
        run_tdnn_lstm_1a.sh7 kB
        run_tdnn_lfr_1a.sh7 kB
        run_tdnn_lstm_1b_disc.sh7 kB
        run_tdnn_1c.sh7 kB
        run_tdnn_lstm_lfr_1a.sh11 kB
      - run_blstm.sh1 kB
      - compare_wer.sh3 kB
      - run_ivector_common.sh10 kB
    - utils.sh1 kB
    - score.sh5 kB
    - etc
      - .Pronounciation_Dictionary_April_2021.dic.icloud192 B
    - fix_text.py1 kB
    - make_LM.sh2 kB
    - prep_lang.sh1 kB
    - samromur_data_prep.sh1 kB
  - oov_rate89 B
  - setup.sh182 B
  - path.sh402 B
  - RESULTS528 B
- README.md4 kB
- .gitignore299 B
- preprocessing
  - preprocessing.md316 B
  - metadata_teen_r1.tsv82 kB
  - g2p
    - .ipd_clean_slt2018.mdl.icloud173 B
    - transcribed4 MB
    - transcribe_g2p.sh1 kB
  - ice-norm
    - Readme.md1 kB
    - text-cleaning
      - char_constants.py410 B
      - map_replacement.py2 kB
      - main.py1 kB
      - __pycache__
        map_replacement.cpython-36.pyc2 kB
        char_constants.cpython-36.pyc584 B
        preprocessing.cpython-36.pyc4 kB
      - preprocessing.py4 kB
    - mapping_tables
      - acros.txt571 B
      - symbol_mapping.txt10 B
      - abbr.txt500 B
  - .metadata_general_r1.tsv.icloud175 B
- s5_l2_speakers_lstm
  - cmd.sh794 B
  - run.sh16 kB
  - conf
    - decode_dnn.config458 B
    - mfcc_hires.conf670 B
    - plp.conf35 B
    - mfcc.conf48 B
    - decode.config91 B
    - pitch_process.conf0 B
    - online_cmvn.conf95 B
    - pitch.conf59 B
    - fbank.conf249 B
    - slurm.conf562 B
  - local
    - Prefabricated_Files
      - silence_phones.txt8 B
      - extra_questions.txt0 B
      - optional_silence.txt4 B
      - nonsilence_phones.txt196 B
    - create_lexicon.py2 kB
    - chain
      - run_tdnn_lstm_ADAPTED.sh0 B
      - quitar
        run_tdnn_lstm_attention.sh0 B
        run_tdnn_lstm_attention_bs.sh0 B
        run_tdnn_lstm.sh0 B
        run_tdnn.sh0 B
        run_tdnn_lstm_disc.sh0 B
      - .DS_Store6 kB
      - compare_wer_general.sh3 kB
      - tuning
        run_lstm_1c.sh10 kB
        run_tdnn_lstm_1r.sh14 kB
        run_tdnn_1f.sh10 kB
        run_tdnn_lstm_1a.sh11 kB
        run_tdnn_lstm_1f.sh13 kB
        run_tdnn_lstm_1k.sh14 kB
        run_lstm_1e_ADAPTED.sh14 kB
        run_lstm_1a.sh10 kB
        run_tdnn_1d.sh10 kB
        run_tdnn_lstm_attention_bs_1a.sh15 kB
        run_tdnn_lstm_1u.sh13 kB
        run_tdnn_lstm_1d.sh13 kB
        run_tdnn_lstm_1i.sh14 kB
        run_tdnn_lstm_1n.sh14 kB
        run_tdnn_1b.sh9 kB
        run_blstm_1a.sh10 kB
        run_lstm_1d.sh11 kB
        run_tdnn_lstm_1s.sh13 kB
        run_tdnn_1g.sh10 kB
        run_tdnn_lstm_1b.sh13 kB
        run_tdnn_lstm_1g.sh13 kB
        run_tdnn_lstm_attention_1a.sh14 kB
        run_tdnn_lstm_1e_disc.sh10 kB
        run_tdnn_lstm_1l.sh13 kB
        run_lstm_1b.sh10 kB
        run_tdnn_1e.sh10 kB
        run_tdnn_lstm_attention_bs_1b.sh13 kB
        run_tdnn_lstm_1v.sh13 kB
        run_tdnn_lstm_1e.sh17 kB
        run_tdnn_lstm_1j.sh14 kB
        run_tdnn_lstm_1o.sh15 kB
        run_tdnn_1c.sh11 kB
        run_lstm_1e.sh10 kB
        run_tdnn_lstm_1t.sh13 kB
        run_tdnn_lstm_1c.sh11 kB
        run_tdnn_lstm_1h.sh13 kB
        run_tdnn_lstm_1m.sh13 kB
        run_tdnn_1a.sh7 kB
    - .DS_Store6 kB
    - utils.sh1 kB
    - nnet3
      - run_tdnn_lstm.sh0 B
      - run_tdnn_lstm_disc.sh0 B
      - run_tdnn_lstm_lfr.sh0 B
      - run_tdnn.sh0 B
      - run_ivector_common_ADAPTED.sh13 kB
      - run_lstm.sh0 B
      - tuning
        run_tdnn_lstm_1c.sh8 kB
        run_lstm_1a.sh6 kB
        run_tdnn_1b.sh6 kB
        run_tdnn_lstm_1b.sh8 kB
        run_tdnn_1a.sh4 kB
        run_tdnn_lstm_1a_disc.sh10 kB
        run_tdnn_lstm_1a.sh7 kB
        run_tdnn_lfr_1a.sh7 kB
        run_tdnn_lstm_1b_disc.sh7 kB
        run_tdnn_1c.sh7 kB
        run_tdnn_lstm_lfr_1a.sh11 kB
      - run_blstm.sh1 kB
      - compare_wer.sh3 kB
      - run_ivector_common.sh9 kB
    - score.sh5 kB
    - samromur_l2_speakers_data_prep.py5 kB
  - setup.sh182 B
  - path.sh330 B
  - RESULTS203 B
- s5_subwords
  - cmd.sh1 kB
  - run.sh14 kB
  - conf
    - online_decoding_nnet2.conf157 B
    - online_cmvn.conf94 B
    - decode.config43 B
    - splice.conf34 B
    - mfcc_hires.conf632 B
    - mfcc.conf43 B
    - ivector_extractor.conf347 B
    - slurm.conf535 B
  - Readme.md1 kB
  - local
    - wer_output_filter45 B
    - sw_methods
      - morfessor
        apply_morfessor.sh1 kB
        train_morfessor.sh978 B
        apply_segments_to_text.py657 B
      - bpe
        learn_bpe.py9 kB
        apply_bpe.py11 kB
        prepare_subword_text.sh1 kB
      - sp
        train_sp.py3 kB
        apply_sp.py4 kB
    - utils.sh1 kB
    - prepare_lexicon.py1 kB
    - lm
      - make_LM.sh3 kB
      - prepare_lm_subword.sh1 kB
    - prepare_dict_subword.sh1 kB
    - score.sh5 kB
    - prep_metadata.py5 kB
  - setup.sh142 B
  - subword-kaldi
  - path.sh842 B
- s5_base
  - .gitignore90 B
  - RESULTS_teen193 B
  - cmd.sh1 kB
  - run.sh7 kB
  - conf
    - decode.config43 B
    - mfcc_hires.conf670 B
    - mfcc.conf48 B
  - path.sh476 B
  - local
    - make_LM.sh2 kB
    - prep_lang.sh1 kB
    - samromur_data_prep.sh1 kB
    - utils.sh1 kB
    - score.sh5 kB
    - samromur_prep_data.py3 kB
  - setup.sh182 B
  - RESULTS_general303 B
- .DS_Store6 kB
- documentation
  - create_acoustic_model.md2 kB
  - setup_ice-asr.md11 kB
  - setup_kaldi.md2 kB
  - setup_samromur-asr.md2 kB
  - introduction_to_kaldi.md2 kB
- .github
  - workflows
    - shellcheck.yaml350 B
- LICENSE11 kB
- s5_underage_lstm
  - cmd.sh794 B
  - run.sh16 kB
  - conf
    - decode_dnn.config458 B
    - mfcc_hires.conf670 B
    - plp.conf35 B
    - mfcc.conf48 B
    - decode.config91 B
    - pitch_process.conf0 B
    - online_cmvn.conf95 B
    - pitch.conf59 B
    - fbank.conf249 B
    - slurm.conf562 B
  - local
    - Prefabricated_Files
      - silence_phones.txt8 B
      - extra_questions.txt0 B
      - optional_silence.txt4 B
      - nonsilence_phones.txt196 B
    - create_lexicon.py2 kB
    - chain
      - run_tdnn_lstm_ADAPTED.sh0 B
      - compare_wer_general.sh3 kB
      - tuning
        run_lstm_1c.sh10 kB
        run_tdnn_lstm_1r.sh14 kB
        run_tdnn_1f.sh10 kB
        run_tdnn_lstm_1a.sh11 kB
        run_tdnn_lstm_1f.sh13 kB
        run_tdnn_lstm_1k.sh14 kB
        run_lstm_1e_ADAPTED.sh14 kB
        run_lstm_1a.sh10 kB
        run_tdnn_1d.sh10 kB
        run_tdnn_lstm_attention_bs_1a.sh15 kB
        run_tdnn_lstm_1u.sh13 kB
        run_tdnn_lstm_1d.sh13 kB
        run_tdnn_lstm_1i.sh14 kB
        run_tdnn_lstm_1n.sh14 kB
        run_tdnn_1b.sh9 kB
        run_blstm_1a.sh10 kB
        run_lstm_1d.sh11 kB
        run_tdnn_lstm_1s.sh13 kB
        run_tdnn_1g.sh10 kB
        run_tdnn_lstm_1b.sh13 kB
        run_tdnn_lstm_1g.sh13 kB
        run_tdnn_lstm_attention_1a.sh14 kB
        run_tdnn_lstm_1e_disc.sh10 kB
        run_tdnn_lstm_1l.sh13 kB
        run_lstm_1b.sh10 kB
        run_tdnn_1e.sh10 kB
        run_tdnn_lstm_attention_bs_1b.sh13 kB
        run_tdnn_lstm_1v.sh13 kB
        run_tdnn_lstm_1e.sh17 kB
        run_tdnn_lstm_1j.sh14 kB
        run_tdnn_lstm_1o.sh15 kB
        run_tdnn_1c.sh11 kB
        run_lstm_1e.sh10 kB
        run_tdnn_lstm_1t.sh13 kB
        run_tdnn_lstm_1c.sh11 kB
        run_tdnn_lstm_1h.sh13 kB
        run_tdnn_lstm_1m.sh13 kB
        run_tdnn_1a.sh7 kB
    - utils.sh1 kB
    - samromur_underage_data_prep.py5 kB
    - nnet3
      - run_tdnn_lstm.sh0 B
      - run_tdnn_lstm_disc.sh0 B
      - run_tdnn_lstm_lfr.sh0 B
      - run_tdnn.sh0 B
      - run_ivector_common_ADAPTED.sh13 kB
      - run_lstm.sh0 B
      - tuning
        run_tdnn_lstm_1c.sh8 kB
        run_lstm_1a.sh6 kB
        run_tdnn_1b.sh6 kB
        run_tdnn_lstm_1b.sh8 kB
        run_tdnn_1a.sh4 kB
        run_tdnn_lstm_1a_disc.sh10 kB
        run_tdnn_lstm_1a.sh7 kB
        run_tdnn_lfr_1a.sh7 kB
        run_tdnn_lstm_1b_disc.sh7 kB
        run_tdnn_1c.sh7 kB
        run_tdnn_lstm_lfr_1a.sh11 kB
      - run_blstm.sh1 kB
      - compare_wer.sh3 kB
      - run_ivector_common.sh9 kB
    - score.sh5 kB
  - setup.sh182 B
  - path.sh311 B
  - RESULTS490 B
- s5_children
  - .gitignore90 B
  - RESULTS_teen193 B
  - cmd.sh1 kB
  - run.sh10 kB
  - conf
    - online_cmvn.conf108 B
    - decode.config43 B
    - mfcc_hires.conf670 B
    - mfcc.conf48 B
    - slurm.conf545 B
  - path.sh528 B
  - local
    - make_LM.sh2 kB
    - prep_lang.sh1 kB
    - chain
      - run_tdnn_7k.sh10 kB
      - run_tdnn.sh11 kB
      - run_tdnn_lstm_1l.sh9 kB
    - samromur_data_prep.sh1 kB
    - utils.sh1 kB
    - nnet3
      - run_ivector_common.sh6 kB
    - score.sh5 kB
    - samromur_prep_data.py3 kB
  - setup.sh182 B
  - oov_rate91 B
  - RESULTS_general303 B
- s5_children_lstm
  - cmd.sh794 B
  - run.sh16 kB
  - conf
    - decode_dnn.config458 B
    - mfcc_hires.conf670 B
    - plp.conf35 B
    - mfcc.conf48 B
    - decode.config91 B
    - pitch_process.conf0 B
    - online_cmvn.conf95 B
    - pitch.conf59 B
    - fbank.conf249 B
    - slurm.conf562 B
  - local
    - Prefabricated_Files
      - silence_phones.txt8 B
      - extra_questions.txt0 B
      - optional_silence.txt4 B
      - nonsilence_phones.txt196 B
    - samromur_children_data_prep.py5 kB
    - create_lexicon.py2 kB
    - chain
      - run_tdnn_lstm_ADAPTED.sh0 B
      - quitar
        run_tdnn_lstm_attention.sh0 B
        run_tdnn_lstm_attention_bs.sh0 B
        run_tdnn_lstm.sh0 B
        run_tdnn.sh0 B
        run_tdnn_lstm_disc.sh0 B
      - .DS_Store6 kB
      - compare_wer_general.sh3 kB
      - tuning
        run_lstm_1c.sh10 kB
        run_tdnn_lstm_1r.sh14 kB
        run_tdnn_1f.sh10 kB
        run_tdnn_lstm_1a.sh11 kB
        run_tdnn_lstm_1f.sh13 kB
        run_tdnn_lstm_1k.sh14 kB
        run_lstm_1e_ADAPTED.sh14 kB
        run_lstm_1a.sh10 kB
        run_tdnn_1d.sh10 kB
        run_tdnn_lstm_attention_bs_1a.sh15 kB
        run_tdnn_lstm_1u.sh13 kB
        run_tdnn_lstm_1d.sh13 kB
        run_tdnn_lstm_1i.sh14 kB
        run_tdnn_lstm_1n.sh14 kB
        run_tdnn_1b.sh9 kB
        run_blstm_1a.sh10 kB
        run_lstm_1d.sh11 kB
        run_tdnn_lstm_1s.sh13 kB
        run_tdnn_1g.sh10 kB
        run_tdnn_lstm_1b.sh13 kB
        run_tdnn_lstm_1g.sh13 kB
        run_tdnn_lstm_attention_1a.sh14 kB
        run_tdnn_lstm_1e_disc.sh10 kB
        run_tdnn_lstm_1l.sh13 kB
        run_lstm_1b.sh10 kB
        run_tdnn_1e.sh10 kB
        run_tdnn_lstm_attention_bs_1b.sh13 kB
        run_tdnn_lstm_1v.sh13 kB
        run_tdnn_lstm_1e.sh17 kB
        run_tdnn_lstm_1j.sh14 kB
        run_tdnn_lstm_1o.sh15 kB
        run_tdnn_1c.sh11 kB
        run_lstm_1e.sh10 kB
        run_tdnn_lstm_1t.sh13 kB
        run_tdnn_lstm_1c.sh11 kB
        run_tdnn_lstm_1h.sh13 kB
        run_tdnn_lstm_1m.sh13 kB
        run_tdnn_1a.sh7 kB
    - .DS_Store6 kB
    - utils.sh1 kB
    - nnet3
      - run_tdnn_lstm.sh0 B
      - run_tdnn_lstm_disc.sh0 B
      - run_tdnn_lstm_lfr.sh0 B
      - run_tdnn.sh0 B
      - run_ivector_common_ADAPTED.sh13 kB
      - run_lstm.sh0 B
      - tuning
        run_tdnn_lstm_1c.sh8 kB
        run_lstm_1a.sh6 kB
        run_tdnn_1b.sh6 kB
        run_tdnn_lstm_1b.sh8 kB
        run_tdnn_1a.sh4 kB
        run_tdnn_lstm_1a_disc.sh10 kB
        run_tdnn_lstm_1a.sh7 kB
        run_tdnn_lfr_1a.sh7 kB
        run_tdnn_lstm_1b_disc.sh7 kB
        run_tdnn_1c.sh7 kB
        run_tdnn_lstm_lfr_1a.sh11 kB
      - run_blstm.sh1 kB
      - compare_wer.sh3 kB
      - run_ivector_common.sh9 kB
    - score.sh5 kB
  - .DS_Store6 kB
  - setup.sh182 B
  - path.sh311 B
  - RESULTS483 B
- pax_global_header52 B

Kaldi L2 Speakers Recipe 22.10

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