├── .gitignore ├── LICENSE ├── README.md ├── recipes ├── attack_configs │ ├── CommonVoice │ │ ├── none │ │ │ ├── trf_5000bpe.yaml │ │ │ ├── trfctc_5000bpe.yaml │ │ │ ├── w2v2_base_960h.yaml │ │ │ └── w2v2_commonvoice.yaml │ │ └── pgd │ │ │ ├── trf_5000bpe.yaml │ │ │ ├── trfctc_5000bpe.yaml │ │ │ ├── w2v2_base_960h.yaml │ │ │ └── w2v2_commonvoice.yaml │ ├── LibriSpeech │ │ ├── cw │ │ │ ├── ctc_5000bpe.yaml │ │ │ ├── ctc_char.yaml │ │ │ ├── rnnt_1000bpe.yaml │ │ │ ├── s2s_1000bpe.yaml │ │ │ ├── s2s_5000bpe.yaml │ │ │ ├── trf_5000bpe.yaml │ │ │ ├── trfctc_5000bpe.yaml │ │ │ ├── w2v2_base_100h.yaml │ │ │ ├── w2v2_base_960h.yaml │ │ │ └── w2v2_large_960h.yaml │ │ ├── genetic │ │ │ ├── ctc_5000bpe.yaml │ │ │ ├── ctc_char.yaml │ │ │ ├── rnnt_1000bpe.yaml │ │ │ ├── s2s_1000bpe.yaml │ │ │ ├── s2s_5000bpe.yaml │ │ │ ├── trf_5000bpe.yaml │ │ │ ├── trfctc_5000bpe.yaml │ │ │ ├── w2v2_base_100h.yaml │ │ │ ├── w2v2_base_960h.yaml │ │ │ └── w2v2_large_960h.yaml │ │ ├── imperceptible │ │ │ ├── ctc_5000bpe.yaml │ │ │ ├── ctc_char.yaml │ │ │ ├── rnnt_1000bpe.yaml │ │ │ ├── s2s_1000bpe.yaml │ │ │ ├── s2s_5000bpe.yaml │ │ │ ├── trf_5000bpe.yaml │ │ │ ├── trfctc_5000bpe.yaml │ │ │ ├── w2v2_base_100h.yaml │ │ │ ├── w2v2_base_960h.yaml │ │ │ └── w2v2_large_960h.yaml │ │ ├── kenansville │ │ │ ├── ctc_5000bpe.yaml │ │ │ ├── ctc_char.yaml │ │ │ ├── rnnt_1000bpe.yaml │ │ │ ├── s2s_1000bpe.yaml │ │ │ ├── s2s_5000bpe.yaml │ │ │ ├── trf_5000bpe.yaml │ │ │ ├── trfctc_5000bpe.yaml │ │ │ ├── w2v2_base_100h.yaml │ │ │ ├── w2v2_base_960h.yaml │ │ │ └── w2v2_large_960h.yaml │ │ ├── none │ │ │ ├── conf_1000bpe.yaml │ │ │ ├── ctc_5000bpe.yaml │ │ │ ├── ctc_char.yaml │ │ │ ├── rnnt_1000bpe.yaml │ │ │ ├── s2s_1000bpe.yaml │ │ │ ├── s2s_5000bpe.yaml │ │ │ ├── trf_5000bpe.yaml │ │ │ ├── trfctc_5000bpe.yaml │ │ │ ├── w2v2_base.yaml │ │ │ ├── w2v2_base_100h.yaml │ │ │ ├── w2v2_base_960h.yaml │ │ │ └── w2v2_large_960h.yaml │ │ ├── pgd │ │ │ ├── conf_1000bpe.yaml │ │ │ ├── ctc_5000bpe.yaml │ │ │ ├── ctc_char.yaml │ │ │ ├── rnnt_1000bpe.yaml │ │ │ ├── s2s_1000bpe.yaml │ │ │ ├── s2s_5000bpe.yaml │ │ │ ├── trf_5000bpe.yaml │ │ │ ├── trfctc_5000bpe.yaml │ │ │ ├── w2v2_base_100h.yaml │ │ │ ├── w2v2_base_960h.yaml │ │ │ └── w2v2_large_960h.yaml │ │ ├── pgd_inf │ │ │ ├── ctc_5000bpe.yaml │ │ │ ├── ctc_char.yaml │ │ │ ├── rnnt_1000bpe.yaml │ │ │ ├── s2s_1000bpe.yaml │ │ │ ├── s2s_5000bpe.yaml │ │ │ ├── trf_5000bpe.yaml │ │ │ ├── trfctc_5000bpe.yaml │ │ │ ├── w2v2_base_100h.yaml │ │ │ ├── w2v2_base_960h.yaml │ │ │ └── w2v2_large_960h.yaml │ │ ├── rand │ │ │ ├── ctc_5000bpe.yaml │ │ │ ├── ctc_char.yaml │ │ │ ├── rnnt_1000bpe.yaml │ │ │ ├── s2s_1000bpe.yaml │ │ │ ├── s2s_5000bpe.yaml │ │ │ ├── trf_5000bpe.yaml │ │ │ ├── trfctc_5000bpe.yaml │ │ │ ├── w2v2_base_100h.yaml │ │ │ ├── w2v2_base_960h.yaml │ │ │ └── w2v2_large_960h.yaml │ │ ├── transfer_cw │ │ │ ├── ctc-w2v_base_960h.yaml │ │ │ ├── s2s5000-ctc5000.yaml │ │ │ ├── s2s5000-trfctc5000.yaml │ │ │ ├── trf5000-ctc5000.yaml │ │ │ ├── trf5000-trfctc5000.yaml │ │ │ ├── w2v_base_100h-w2v_base_960h.yaml │ │ │ ├── w2v_base_960h-ctc.yaml │ │ │ ├── w2v_base_960h-w2v_base_100h.yaml │ │ │ ├── w2v_base_960h-w2v_large_960h.yaml │ │ │ └── w2v_large_960h-w2v_base_960h.yaml │ │ ├── transfer_pgd │ │ │ ├── ctc-w2v_base_960h.yaml │ │ │ ├── s2s5000-ctc5000.yaml │ │ │ ├── s2s5000-trfctc5000.yaml │ │ │ ├── trf5000-ctc5000.yaml │ │ │ ├── trf5000-trfctc5000.yaml │ │ │ ├── w2v_base_100h-w2v_base_960h.yaml │ │ │ ├── w2v_base_960h-ctc.yaml │ │ │ ├── w2v_base_960h-w2v_base_100h.yaml │ │ │ ├── w2v_base_960h-w2v_large_960h.yaml │ │ │ └── w2v_large_960h-w2v_base_960h.yaml │ │ ├── universal │ │ │ ├── ctc_5000bpe.yaml │ │ │ └── ctc_5000bpe_fit.yaml │ │ ├── wav2vec2_contrastive │ │ │ ├── ctc_5000bpe.yaml │ │ │ ├── ctc_char.yaml │ │ │ ├── rnnt_1000bpe.yaml │ │ │ ├── s2s_1000bpe.yaml │ │ │ ├── s2s_5000bpe.yaml │ │ │ ├── trf_5000bpe.yaml │ │ │ ├── trfctc_5000bpe.yaml │ │ │ ├── w2v2_base.yaml │ │ │ ├── w2v2_base_100h.yaml │ │ │ ├── w2v2_base_960h.yaml │ │ │ └── w2v2_large_960h.yaml │ │ ├── wav2vec2_fa │ │ │ ├── ctc_5000bpe.yaml │ │ │ ├── ctc_char.yaml │ │ │ ├── rnnt_1000bpe.yaml │ │ │ ├── s2s_1000bpe.yaml │ │ │ ├── s2s_5000bpe.yaml │ │ │ ├── trf_5000bpe.yaml │ │ │ ├── trfctc_5000bpe.yaml │ │ │ ├── w2v2_base.yaml │ │ │ ├── w2v2_base_100h.yaml │ │ │ ├── w2v2_base_960h.yaml │ │ │ └── w2v2_large_960h.yaml │ │ └── yeehaw │ │ │ ├── ctc_5000bpe.yaml │ │ │ ├── ctc_char.yaml │ │ │ ├── rnnt_1000bpe.yaml │ │ │ ├── s2s_1000bpe.yaml │ │ │ ├── s2s_5000bpe.yaml │ │ │ ├── trf_5000bpe.yaml │ │ │ ├── trfctc_5000bpe.yaml │ │ │ ├── w2v2_base_100h.yaml │ │ │ ├── w2v2_base_960h.yaml │ │ │ └── w2v2_large_960h.yaml │ └── SpeechCommands │ │ ├── none │ │ ├── trf_5000bpe.yaml │ │ ├── trfctc_5000bpe.yaml │ │ └── w2v2_base_960h.yaml │ │ └── pgd │ │ ├── trf_5000bpe.yaml │ │ ├── trfctc_5000bpe.yaml │ │ └── w2v2_base_960h.yaml ├── evaluate.py ├── fit_attacker.py ├── model_configs │ ├── asr-crdnn-rnnlm-librispeech.yaml │ ├── asr-crdnn-transformerlm-librispeech-ctc.yaml │ ├── asr-crdnn-transformerlm-librispeech.yaml │ ├── asr-ctcrnn-librispeech.yaml │ ├── asr-rnnt-librispeech.yaml │ ├── asr-transformer-transformerlm-librispeech-ctc.yaml │ ├── asr-transformer-transformerlm-librispeech.yaml │ ├── asr-wav2vec2-commonvoice-en.yaml │ ├── conformer-rnnlm-ctc.yaml │ ├── wav2vec2-base-100h.yaml │ ├── wav2vec2-base-960h-smoothing.yaml │ ├── wav2vec2-base-960h.yaml │ ├── wav2vec2-base.yaml │ └── wav2vec2-large-960h.yaml ├── train_configs │ ├── LibriSpeech │ │ ├── conformer_train.yaml │ │ ├── ctc_train.yaml │ │ ├── seq2seq_train.yaml │ │ ├── transducer_train.yaml │ │ ├── transformer_train.yaml │ │ ├── wav2vec2_fine_tune.yaml │ │ └── wav2vec2_pretrain.yaml │ └── SpeechCommands │ │ └── conformer_train.yaml └── train_model.py ├── requirements.txt ├── robust_speech ├── __init__.py ├── adversarial │ ├── __init__.py │ ├── attacks │ │ ├── __init__.py │ │ ├── attacker.py │ │ ├── cw.py │ │ ├── genetic.py │ │ ├── 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