| { | |
| "sample_rate": 16000, | |
| "compute_eval_loss": false, | |
| "log_prediction": true, | |
| "rnnt_reduction": "mean_volume", | |
| "skip_nan_grad": false, | |
| "model_defaults": { | |
| "enc_hidden": 1024, | |
| "pred_hidden": 640, | |
| "joint_hidden": 640, | |
| "tdt_durations": [ | |
| 0, | |
| 1, | |
| 2, | |
| 3, | |
| 4 | |
| ], | |
| "num_tdt_durations": 5 | |
| }, | |
| "train_ds": { | |
| "use_lhotse": true, | |
| "skip_missing_manifest_entries": true, | |
| "input_cfg": null, | |
| "tarred_audio_filepaths": null, | |
| "manifest_filepath": null, | |
| "sample_rate": 16000, | |
| "shuffle": true, | |
| "num_workers": 2, | |
| "pin_memory": true, | |
| "max_duration": 40.0, | |
| "min_duration": 0.1, | |
| "text_field": "answer", | |
| "batch_duration": null, | |
| "use_bucketing": true, | |
| "bucket_duration_bins": null, | |
| "bucket_batch_size": null, | |
| "num_buckets": 30, | |
| "bucket_buffer_size": 20000, | |
| "shuffle_buffer_size": 10000 | |
| }, | |
| "validation_ds": { | |
| "use_lhotse": true, | |
| "manifest_filepath": null, | |
| "sample_rate": 16000, | |
| "batch_size": 16, | |
| "shuffle": false, | |
| "max_duration": 40.0, | |
| "min_duration": 0.1, | |
| "num_workers": 2, | |
| "pin_memory": true, | |
| "text_field": "answer" | |
| }, | |
| "tokenizer": { | |
| "dir": "/lustre/fsw/portfolios/llmservice/users/nkoluguri/datasets/tokenizers/en_mm_ytc/tokenizer_spe_bpe_v1024/", | |
| "type": "bpe", | |
| "model_path": "nemo:705f11d22dc04b169effc35ce5cd1361_tokenizer.model", | |
| "vocab_path": "nemo:4cf78c8ca4ca44fca36c3754478fb188_vocab.txt", | |
| "spe_tokenizer_vocab": "nemo:a4715c7f6b2d4c2bb709306073d0c0a4_tokenizer.vocab" | |
| }, | |
| "preprocessor": { | |
| "_target_": "nemo.collections.asr.modules.AudioToMelSpectrogramPreprocessor", | |
| "sample_rate": 16000, | |
| "normalize": "per_feature", | |
| "window_size": 0.025, | |
| "window_stride": 0.01, | |
| "window": "hann", | |
| "features": 128, | |
| "n_fft": 512, | |
| "log": true, | |
| "frame_splicing": 1, | |
| "dither": 1e-05, | |
| "pad_to": 0, | |
| "pad_value": 0.0 | |
| }, | |
| "spec_augment": { | |
| "_target_": "nemo.collections.asr.modules.SpectrogramAugmentation", | |
| "freq_masks": 2, | |
| "time_masks": 10, | |
| "freq_width": 27, | |
| "time_width": 0.05 | |
| }, | |
| "encoder": { | |
| "_target_": "nemo.collections.asr.modules.ConformerEncoder", | |
| "feat_in": 128, | |
| "feat_out": -1, | |
| "n_layers": 24, | |
| "d_model": 1024, | |
| "use_bias": false, | |
| "subsampling": "dw_striding", | |
| "subsampling_factor": 8, | |
| "subsampling_conv_channels": 256, | |
| "causal_downsampling": false, | |
| "reduction": null, | |
| "reduction_position": null, | |
| "reduction_factor": 1, | |
| "ff_expansion_factor": 4, | |
| "self_attention_model": "rel_pos", | |
| "n_heads": 8, | |
| "att_context_size": [ | |
| -1, | |
| -1 | |
| ], | |
| "att_context_style": "regular", | |
| "xscaling": false, | |
| "untie_biases": true, | |
| "pos_emb_max_len": 5000, | |
| "conv_kernel_size": 9, | |
| "conv_norm_type": "batch_norm", | |
| "conv_context_size": null, | |
| "dropout": 0.1, | |
| "dropout_pre_encoder": 0.1, | |
| "dropout_emb": 0.0, | |
| "dropout_att": 0.1, | |
| "stochastic_depth_drop_prob": 0.0, | |
| "stochastic_depth_mode": "linear", | |
| "stochastic_depth_start_layer": 1 | |
| }, | |
| "decoder": { | |
| "_target_": "nemo.collections.asr.modules.RNNTDecoder", | |
| "normalization_mode": null, | |
| "random_state_sampling": false, | |
| "blank_as_pad": true, | |
| "prednet": { | |
| "pred_hidden": 640, | |
| "pred_rnn_layers": 2, | |
| "t_max": null, | |
| "dropout": 0.2 | |
| }, | |
| "vocab_size": 1024 | |
| }, | |
| "joint": { | |
| "_target_": "nemo.collections.asr.modules.RNNTJoint", | |
| "log_softmax": null, | |
| "preserve_memory": false, | |
| "fuse_loss_wer": true, | |
| "fused_batch_size": 4, | |
| "jointnet": { | |
| "joint_hidden": 640, | |
| "activation": "relu", | |
| "dropout": 0.2, | |
| "encoder_hidden": 1024, | |
| "pred_hidden": 640 | |
| }, | |
| "num_extra_outputs": 5, | |
| "num_classes": 1024, | |
| "vocabulary": [ | |
| "<unk>", | |
| "\u2581t", | |
| "\u2581th", | |
| "\u2581a", | |
| "in", | |
| "\u2581the", | |
| "re", | |
| "\u2581w", | |
| "\u2581o", | |
| "\u2581s", | |
| "at", | |
| "ou", | |
| "er", | |
| "nd", | |
| "\u2581i", | |
| "\u2581b", | |
| "\u2581c", | |
| "on", | |
| "\u2581h", | |
| "ing", | |
| "\u2581to", | |
| "\u2581m", | |
| "en", | |
| "\u2581f", | |
| "\u2581p", | |
| "an", | |
| "\u2581d", | |
| "es", | |
| "or", | |
| "ll", | |
| "\u2581of", | |
| "\u2581and", | |
| "\u2581y", | |
| "\u2581l", | |
| "\u2581I", | |
| "it", | |
| "\u2581in", | |
| "is", | |
| "ed", | |
| "\u2581g", | |
| "\u2581you", | |
| "ar", | |
| "\u2581that", | |
| "om", | |
| "as", | |
| "\u2581n", | |
| "ve", | |
| "us", | |
| "ic", | |
| "ow", | |
| "al", | |
| "\u2581it", | |
| "\u2581be", | |
| "\u2581wh", | |
| "le", | |
| "ion", | |
| "ut", | |
| "ot", | |
| "\u2581we", | |
| "\u2581is", | |
| "\u2581e", | |
| "et", | |
| "ay", | |
| "\u2581re", | |
| "\u2581on", | |
| "\u2581T", | |
| "\u2581A", | |
| "\u2581ha", | |
| "ent", | |
| "ke", | |
| "ct", | |
| "\u2581S", | |
| "ig", | |
| "ver", | |
| "\u2581Th", | |
| "all", | |
| "id", | |
| "\u2581for", | |
| "ro", | |
| "\u2581he", | |
| "se", | |
| "\u2581this", | |
| "ld", | |
| "ly", | |
| "\u2581go", | |
| "\u2581k", | |
| "\u2581st", | |
| "st", | |
| "ch", | |
| "\u2581li", | |
| "\u2581u", | |
| "am", | |
| "ur", | |
| "ce", | |
| "ith", | |
| "im", | |
| "\u2581so", | |
| "\u2581have", | |
| "\u2581do", | |
| "ht", | |
| "th", | |
| "\u2581an", | |
| "\u2581with", | |
| "ad", | |
| "\u2581r", | |
| "ir", | |
| "\u2581was", | |
| "\u2581as", | |
| "\u2581W", | |
| "\u2581are", | |
| "ust", | |
| "ally", | |
| "\u2581j", | |
| "\u2581se", | |
| "ation", | |
| "od", | |
| "ere", | |
| "\u2581like", | |
| "\u2581not", | |
| "\u2581kn", | |
| "ight", | |
| "\u2581B", | |
| "\u2581they", | |
| "\u2581And", | |
| "\u2581know", | |
| "ome", | |
| "op", | |
| "\u2581can", | |
| "\u2581or", | |
| "\u2581sh", | |
| "\u2581me", | |
| "ill", | |
| "ant", | |
| "ck", | |
| "\u2581what", | |
| "\u2581at", | |
| "\u2581ab", | |
| "ould", | |
| "ol", | |
| "\u2581So", | |
| "\u2581C", | |
| "use", | |
| "ter", | |
| "il", | |
| "\u2581but", | |
| "\u2581just", | |
| "\u2581ne", | |
| "\u2581de", | |
| "ra", | |
| "ore", | |
| "\u2581there", | |
| "ul", | |
| "out", | |
| "\u2581con", | |
| "\u2581all", | |
| "\u2581The", | |
| "ers", | |
| "\u2581H", | |
| "\u2581fr", | |
| "\u2581pro", | |
| "ge", | |
| "ea", | |
| "\u2581Y", | |
| "\u2581O", | |
| "\u2581M", | |
| "pp", | |
| "\u2581com", | |
| "ess", | |
| "\u2581ch", | |
| "\u2581al", | |
| "est", | |
| "ate", | |
| "qu", | |
| "\u2581lo", | |
| "\u2581ex", | |
| "very", | |
| "\u2581su", | |
| "ain", | |
| "\u2581one", | |
| "ca", | |
| "art", | |
| "ist", | |
| "if", | |
| "ive", | |
| "\u2581if", | |
| "ink", | |
| "nt", | |
| "ab", | |
| "\u2581about", | |
| "\u2581going", | |
| "\u2581v", | |
| "\u2581wor", | |
| "um", | |
| "ok", | |
| "\u2581your", | |
| "\u2581my", | |
| "ind", | |
| "\u2581get", | |
| "cause", | |
| "\u2581from", | |
| "\u2581don", | |
| "ri", | |
| "pe", | |
| "un", | |
| "ity", | |
| "\u2581up", | |
| "\u2581P", | |
| "\u2581out", | |
| "ort", | |
| "\u2581L", | |
| "ment", | |
| "el", | |
| "\u2581N", | |
| "\u2581some", | |
| "ich", | |
| "and", | |
| "\u2581think", | |
| "em", | |
| "oug", | |
| "\u2581G", | |
| "os", | |
| "\u2581D", | |
| "res", | |
| "\u2581because", | |
| "\u2581by", | |
| "ake", | |
| "\u2581int", | |
| "ie", | |
| "\u2581us", | |
| "\u2581tr", | |
| "\u2581then", | |
| "ack", | |
| "\u2581pl", | |
| "\u2581here", | |
| "\u2581pe", | |
| "her", | |
| "\u2581will", | |
| "\u2581F", | |
| "\u2581which", | |
| "ard", | |
| "\u2581right", | |
| "\u2581thing", | |
| "\u2581want", | |
| "ies", | |
| "ople", | |
| "\u2581It", | |
| "\u2581them", | |
| "ame", | |
| "\u2581We", | |
| "our", | |
| "\u2581say", | |
| "\u2581R", | |
| "\u2581people", | |
| "\u2581see", | |
| "\u2581who", | |
| "ast", | |
| "ure", | |
| "ect", | |
| "ear", | |
| "\u2581tim", | |
| "\u2581E", | |
| "\u2581You", | |
| "\u2581would", | |
| "\u2581when", | |
| "ven", | |
| "\u2581our", | |
| "ci", | |
| "\u2581really", | |
| "\u2581more", | |
| "ound", | |
| "ose", | |
| "ak", | |
| "\u2581co", | |
| "ide", | |
| "ough", | |
| "\u2581had", | |
| "so", | |
| "\u2581qu", | |
| "eah", | |
| "\u2581were", | |
| "ine", | |
| "\u2581act", | |
| "ther", | |
| "\u2581these", | |
| "\u2581how", | |
| "\u2581now", | |
| "\u2581sa", | |
| "ud", | |
| "\u2581Wh", | |
| "\u2581man", | |
| "ous", | |
| "one", | |
| "pt", | |
| "ff", | |
| "ong", | |
| "\u2581has", | |
| "\u2581any", | |
| "\u2581very", | |
| "\u2581But", | |
| "\u2581look", | |
| "iv", | |
| "itt", | |
| "\u2581time", | |
| "\u2581mo", | |
| "\u2581ar", | |
| "hing", | |
| "\u2581le", | |
| "\u2581work", | |
| "\u2581their", | |
| "are", | |
| "\u2581his", | |
| "per", | |
| "ions", | |
| "\u2581im", | |
| "\u2581ag", | |
| "\u2581J", | |
| "\u2581no", | |
| "\u2581en", | |
| "\u2581got", | |
| "ag", | |
| "\u2581sp", | |
| "ans", | |
| "act", | |
| "\u2581te", | |
| "\u2581also", | |
| "iz", | |
| "ice", | |
| "\u2581That", | |
| "\u2581cl", | |
| "\u2581been", | |
| "\u2581way", | |
| "\u2581fe", | |
| "\u2581did", | |
| "ple", | |
| "ually", | |
| "\u2581other", | |
| "\u2581U", | |
| "ite", | |
| "age", | |
| "omet", | |
| "ber", | |
| "reat", | |
| "ree", | |
| "\u2581into", | |
| "own", | |
| "\u2581tw", | |
| "\u2581part", | |
| "alk", | |
| "\u2581where", | |
| "\u2581need", | |
| "\u2581every", | |
| "pl", | |
| "\u2581ad", | |
| "ry", | |
| "\u2581over", | |
| "ble", | |
| "ap", | |
| "ue", | |
| "\u2581kind", | |
| "\u2581po", | |
| "\u2581back", | |
| "\u2581cont", | |
| "iff", | |
| "\u2581somet", | |
| "\u2581pr", | |
| "nder", | |
| "ire", | |
| "\u2581good", | |
| "\u2581than", | |
| "ace", | |
| "\u2581gu", | |
| "ep", | |
| "og", | |
| "ick", | |
| "way", | |
| "\u2581lot", | |
| "\u2581un", | |
| "\u2581things", | |
| "\u2581In", | |
| "ish", | |
| "kay", | |
| "\u2581well", | |
| "\u2581could", | |
| "\u2581pre", | |
| "\u2581two", | |
| "irst", | |
| "\u2581diff", | |
| "ach", | |
| "cc", | |
| "ittle", | |
| "int", | |
| "\u2581He", | |
| "\u2581those", | |
| "ence", | |
| "ip", | |
| "ase", | |
| "\u2581him", | |
| "\u2581make", | |
| "\u2581little", | |
| "ical", | |
| "\u2581gr", | |
| "\u2581year", | |
| "ass", | |
| "\u2581thr", | |
| "uch", | |
| "ated", | |
| "\u2581This", | |
| "\u2581off", | |
| "\u2581res", | |
| "ac", | |
| "ance", | |
| "\u2581actually", | |
| "\u2581talk", | |
| "ult", | |
| "able", | |
| "orm", | |
| "\u2581dis", | |
| "\u2581first", | |
| "ations", | |
| "\u2581something", | |
| "\u2581she", | |
| "sel", | |
| "\u2581let", | |
| "ord", | |
| "\u2581may", | |
| "ia", | |
| "\u2581am", | |
| "\u2581her", | |
| "\u2581said", | |
| "\u2581bo", | |
| "be", | |
| "ount", | |
| "\u2581much", | |
| "\u2581per", | |
| "\u2581even", | |
| "\u2581differe", | |
| "vel", | |
| "ary", | |
| "\u2581app", | |
| "ving", | |
| "\u2581comm", | |
| "\u2581imp", | |
| "ys", | |
| "\u2581again", | |
| "ress", | |
| "\u2581yeah", | |
| "\u2581down", | |
| "ang", | |
| "\u2581mean", | |
| "na", | |
| "ens", | |
| "\u2581does", | |
| "\u2581fo", | |
| "\u2581comp", | |
| "\u2581ro", | |
| "\u2581bl", | |
| "ody", | |
| "\u2581K", | |
| "\u2581through", | |
| "\u2581start", | |
| "uct", | |
| "\u2581only", | |
| "\u2581bet", | |
| "\u2581under", | |
| "\u2581br", | |
| "\u2581take", | |
| "ning", | |
| "\u2581bu", | |
| "\u2581use", | |
| "\u2581Ch", | |
| "xt", | |
| "co", | |
| "ory", | |
| "ild", | |
| "\u2581put", | |
| "\u2581call", | |
| "\u2581new", | |
| "other", | |
| "ting", | |
| "\u2581happ", | |
| "ater", | |
| "\u2581inc", | |
| "ition", | |
| "\u2581different", | |
| "\u2581should", | |
| "ade", | |
| "ign", | |
| "thing", | |
| "\u2581day", | |
| "fore", | |
| "\u2581Yeah", | |
| "ark", | |
| "ile", | |
| "ial", | |
| "\u2581come", | |
| "\u2581They", | |
| "\u2581being", | |
| "\u2581try", | |
| "ious", | |
| "\u2581sc", | |
| "\u2581bit", | |
| "\u2581spe", | |
| "ub", | |
| "fe", | |
| "\u2581doing", | |
| "\u2581St", | |
| "vers", | |
| "av", | |
| "ty", | |
| "ian", | |
| "onna", | |
| "red", | |
| "wn", | |
| "\u2581ke", | |
| "form", | |
| "ors", | |
| "\u2581fl", | |
| "fter", | |
| "ail", | |
| "ents", | |
| "\u2581gonna", | |
| "\u2581point", | |
| "ces", | |
| "\u2581There", | |
| "self", | |
| "\u2581many", | |
| "\u2581If", | |
| "\u2581same", | |
| "\u2581sy", | |
| "\u2581quest", | |
| "\u2581most", | |
| "\u2581great", | |
| "\u2581What", | |
| "\u2581fu", | |
| "ug", | |
| "\u2581show", | |
| "we", | |
| "ual", | |
| "ons", | |
| "\u2581Be", | |
| "ically", | |
| "\u2581ser", | |
| "\u2581rem", | |
| "\u2581ind", | |
| "\u2581pers", | |
| "\u2581V", | |
| "he", | |
| "\u2581str", | |
| "ved", | |
| "\u2581still", | |
| "ank", | |
| "\u2581rec", | |
| "\u2581wr", | |
| "ought", | |
| "day", | |
| "ath", | |
| "\u2581end", | |
| "\u2581bas", | |
| "ft", | |
| "erm", | |
| "body", | |
| "ph", | |
| "ject", | |
| "ict", | |
| "\u2581play", | |
| "\u2581Is", | |
| "ates", | |
| "\u2581ph", | |
| "oth", | |
| "\u2581acc", | |
| "get", | |
| "\u2581years", | |
| "\u2581em", | |
| "\u2581id", | |
| "\u2581Oh", | |
| "ves", | |
| "ever", | |
| "\u2581inter", | |
| "\u2581rel", | |
| "\u2581before", | |
| "\u2581feel", | |
| "igh", | |
| "\u2581three", | |
| "iss", | |
| "\u2581des", | |
| "ne", | |
| "\u2581why", | |
| "\u2581uh", | |
| "\u2581To", | |
| "\u2581cons", | |
| "\u2581hel", | |
| "\u2581after", | |
| "ower", | |
| "urn", | |
| "\u2581okay", | |
| "\u2581long", | |
| "\u2581bel", | |
| "\u2581around", | |
| "ful", | |
| "te", | |
| "ise", | |
| "\u2581ob", | |
| "\u2581supp", | |
| "ady", | |
| "ange", | |
| "aking", | |
| "\u2581pos", | |
| "atch", | |
| "\u2581tra", | |
| "gr", | |
| "\u2581might", | |
| "ert", | |
| "\u2581help", | |
| "ost", | |
| "\u2581too", | |
| "cial", | |
| "\u2581world", | |
| "\u2581give", | |
| "ike", | |
| "\u2581Okay", | |
| "ways", | |
| "\u2581min", | |
| "ward", | |
| "ily", | |
| "\u2581gen", | |
| "\u2581find", | |
| "\u2581dec", | |
| "ular", | |
| "ob", | |
| "\u2581tell", | |
| "\u2581Now", | |
| "\u2581sm", | |
| "\u2581cour", | |
| "\u2581real", | |
| "cess", | |
| "nds", | |
| "\u2581big", | |
| "\u2581num", | |
| "ction", | |
| "\u2581add", | |
| "\u2581set", | |
| "\u2581um", | |
| "ood", | |
| "ible", | |
| "\u2581own", | |
| "\u2581life", | |
| "ities", | |
| "\u2581its", | |
| "\u2581God", | |
| "pect", | |
| "\u2581didn", | |
| "stem", | |
| "les", | |
| "uc", | |
| "ib", | |
| "ating", | |
| "olog", | |
| "\u2581person", | |
| "\u2581inv", | |
| "ably", | |
| "\u2581sure", | |
| "\u2581reg", | |
| "lic", | |
| "\u2581stu", | |
| "\u2581cr", | |
| "\u2581ev", | |
| "ments", | |
| "\u2581another", | |
| "\u2581la", | |
| "\u2581last", | |
| "\u2581sub", | |
| "\u2581att", | |
| "\u2581op", | |
| "\u2581inst", | |
| "\u2581sl", | |
| "\u2581happen", | |
| "\u2581rep", | |
| "\u2581import", | |
| "ific", | |
| "ix", | |
| "\u2581made", | |
| "\u2581ear", | |
| "\u2581ac", | |
| "\u2581def", | |
| "ute", | |
| "\u2581next", | |
| "ative", | |
| "\u2581form", | |
| "\u2581guys", | |
| "\u2581system", | |
| "ew", | |
| "\u2581able", | |
| "ied", | |
| "\u2581always", | |
| "ren", | |
| "erest", | |
| "\u2581As", | |
| "\u2581mod", | |
| "\u2581done", | |
| "ings", | |
| "\u2581love", | |
| "ism", | |
| "\u2581ask", | |
| "old", | |
| "ered", | |
| "\u2581trans", | |
| "\u2581count", | |
| "ility", | |
| "\u2581high", | |
| "\u2581fin", | |
| "\u2581prob", | |
| "\u2581pol", | |
| "\u2581exam", | |
| "\u2581pres", | |
| "\u2581maybe", | |
| "ell", | |
| "\u2581stud", | |
| "\u2581prod", | |
| "\u2581car", | |
| "ock", | |
| "\u2581used", | |
| "oy", | |
| "stand", | |
| "\u2581No", | |
| "\u2581mon", | |
| "ks", | |
| "\u2581interest", | |
| "\u2581ent", | |
| "ited", | |
| "\u2581sort", | |
| "\u2581For", | |
| "\u2581today", | |
| "ics", | |
| "\u2581vide", | |
| "\u2581bec", | |
| "\u2581Well", | |
| "\u2581Al", | |
| "\u2581important", | |
| "\u2581such", | |
| "\u2581run", | |
| "\u2581keep", | |
| "\u2581fact", | |
| "ata", | |
| "ss", | |
| "\u2581never", | |
| "ween", | |
| "\u2581stuff", | |
| "ract", | |
| "\u2581question", | |
| "als", | |
| "\u2581sim", | |
| "vern", | |
| "ather", | |
| "\u2581course", | |
| "\u2581Of", | |
| "oc", | |
| "ness", | |
| "arch", | |
| "ize", | |
| "\u2581All", | |
| "ense", | |
| "blem", | |
| "\u2581probably", | |
| "hip", | |
| "\u2581number", | |
| "ention", | |
| "\u2581saying", | |
| "\u2581commun", | |
| "\u2581An", | |
| "akes", | |
| "\u2581belie", | |
| "\u2581between", | |
| "\u2581better", | |
| "cus", | |
| "\u2581place", | |
| "\u2581gener", | |
| "\u2581ca", | |
| "\u2581ins", | |
| "\u2581ass", | |
| "cond", | |
| "cept", | |
| "ull", | |
| "\u2581understand", | |
| "\u2581fun", | |
| "\u2581thought", | |
| "gan", | |
| "iew", | |
| "cy", | |
| "ution", | |
| "ope", | |
| "ason", | |
| "\u2581problem", | |
| "\u2581doesn", | |
| "ational", | |
| "\u2581read", | |
| "\u2581trying", | |
| "\u2581sch", | |
| "\u2581el", | |
| "ah", | |
| "atter", | |
| "\u2581exper", | |
| "\u2581four", | |
| "\u2581ele", | |
| "\u2581cou", | |
| "ont", | |
| "\u2581called", | |
| "\u2581partic", | |
| "\u2581open", | |
| "\u2581gl", | |
| "\u2581everything", | |
| "\u2581eff", | |
| "\u2581getting", | |
| "\u2581ty", | |
| "\u2581Am", | |
| "\u2581Because", | |
| "ave", | |
| "\u2581met", | |
| "\u2581Like", | |
| "oney", | |
| "\u2581", | |
| "e", | |
| "t", | |
| "o", | |
| "a", | |
| "n", | |
| "i", | |
| "s", | |
| "h", | |
| "r", | |
| "l", | |
| "d", | |
| "u", | |
| "c", | |
| "y", | |
| "m", | |
| "g", | |
| "w", | |
| "f", | |
| "p", | |
| ",", | |
| "b", | |
| ".", | |
| "k", | |
| "v", | |
| "'", | |
| "I", | |
| "T", | |
| "A", | |
| "S", | |
| "j", | |
| "x", | |
| "W", | |
| "B", | |
| "C", | |
| "?", | |
| "0", | |
| "O", | |
| "-", | |
| "M", | |
| "H", | |
| "Y", | |
| "q", | |
| "1", | |
| "P", | |
| "z", | |
| "L", | |
| "D", | |
| "N", | |
| "G", | |
| "F", | |
| "R", | |
| "E", | |
| "2", | |
| "J", | |
| "U", | |
| ":", | |
| "5", | |
| "9", | |
| "3", | |
| "K", | |
| "4", | |
| "V", | |
| "8", | |
| "6", | |
| "7", | |
| "!", | |
| "%", | |
| "Q", | |
| "$", | |
| "Z", | |
| "X", | |
| "\u00e9", | |
| "/", | |
| "\u00ed", | |
| "\u00e1", | |
| "\u00a3", | |
| "\u00f3", | |
| "\u0101", | |
| "\u00fc", | |
| "\u00f1", | |
| "\u00f6", | |
| "\u00e8", | |
| "\u00e7", | |
| "\u00e0", | |
| "\u00bf", | |
| "\u03bc", | |
| "\u03c0", | |
| "\u00e4", | |
| "\u00fa", | |
| "\u03b8", | |
| "\u00e3", | |
| "\u03c6", | |
| "\u012b", | |
| "\u03c3", | |
| "\u00ea", | |
| "\u03c1", | |
| "\u00e2", | |
| "\u00f4", | |
| "^", | |
| "\u20ac", | |
| "\u00c9", | |
| "\u016b", | |
| "\u0394", | |
| "\u03bb", | |
| "\u03b1", | |
| "\u03c4", | |
| "\u00e6", | |
| "\u0430", | |
| "\u043e", | |
| "\u03bd", | |
| "\u00ee", | |
| "\u03b3", | |
| "\u03c8", | |
| "\u0113", | |
| "\u0442", | |
| "\u00df", | |
| "\u03c9", | |
| "\u00ef", | |
| "\u0107", | |
| "\u010d", | |
| "\u03b5", | |
| "\u0435", | |
| "\u0438", | |
| "\u00f2", | |
| "\u0440", | |
| "\u03b2", | |
| "\u00f8", | |
| "\u0142", | |
| "\u03b4", | |
| "\u03b7", | |
| "\u043f", | |
| "\u00eb", | |
| "\u043d", | |
| "\u0441", | |
| "\u0161", | |
| "\u00dc", | |
| "\u00e5", | |
| "\u0144", | |
| "\u015b", | |
| "\u044f", | |
| "\u0111", | |
| "\u043b", | |
| "\u043c", | |
| "\u00d6", | |
| "\u00fb", | |
| "\u0219", | |
| "\u0432", | |
| "\u00c1", | |
| "\u00d8", | |
| "\u00f9", | |
| "\u03bf", | |
| "\u0447", | |
| "\u044c", | |
| "\u017e", | |
| "\u03a6", | |
| "\u0443", | |
| "\u0119", | |
| "\u03b9", | |
| "\u0431", | |
| "\u0433", | |
| "\u043a", | |
| "\u0151", | |
| "\u015a", | |
| "\u03a9", | |
| "\u03ba", | |
| "\u03c5", | |
| "\u00ec", | |
| "\u010c", | |
| "\u03ad", | |
| "\u0445", | |
| "\u044b", | |
| "\u00c5", | |
| "\u00c7", | |
| "\u017c", | |
| "\u03af", | |
| "\u03b6", | |
| "\u03c7", | |
| "\u044d", | |
| "\u00c6", | |
| "\u00cd", | |
| "\u00f5", | |
| "\u011b", | |
| "\u0127", | |
| "\u0141", | |
| "\u0153", | |
| "\u017d", | |
| "\u021b", | |
| "\u0393", | |
| "\u041f", | |
| "\u0434", | |
| "\u0437", | |
| "\u0444", | |
| "\u00a1", | |
| "\u00c0", | |
| "\u00ce", | |
| "\u0100", | |
| "\u0117", | |
| "\u0160", | |
| "\u017a", | |
| "\u039a", | |
| "\u03a8", | |
| "\u03ac", | |
| "\u03be", | |
| "\u03cc" | |
| ] | |
| }, | |
| "decoding": { | |
| "strategy": "greedy_batch", | |
| "model_type": "tdt", | |
| "durations": [ | |
| 0, | |
| 1, | |
| 2, | |
| 3, | |
| 4 | |
| ], | |
| "greedy": { | |
| "max_symbols": 10 | |
| }, | |
| "beam": { | |
| "beam_size": 2, | |
| "return_best_hypothesis": false, | |
| "score_norm": true, | |
| "tsd_max_sym_exp": 50, | |
| "alsd_max_target_len": 2.0 | |
| } | |
| }, | |
| "aux_ctc": { | |
| "ctc_loss_weight": 0.3, | |
| "use_cer": false, | |
| "ctc_reduction": "mean_batch", | |
| "decoder": { | |
| "_target_": "nemo.collections.asr.modules.ConvASRDecoder", | |
| "feat_in": null, | |
| "num_classes": -1, | |
| "vocabulary": [] | |
| }, | |
| "decoding": { | |
| "strategy": "greedy" | |
| } | |
| }, | |
| "interctc": { | |
| "loss_weights": [], | |
| "apply_at_layers": [] | |
| }, | |
| "loss": { | |
| "loss_name": "tdt", | |
| "tdt_kwargs": { | |
| "fastemit_lambda": 0.0, | |
| "clamp": -1.0, | |
| "durations": [ | |
| 0, | |
| 1, | |
| 2, | |
| 3, | |
| 4 | |
| ], | |
| "sigma": 0.02, | |
| "omega": 0.1 | |
| } | |
| }, | |
| "optim": { | |
| "name": "adamw", | |
| "lr": 0.0001, | |
| "betas": [ | |
| 0.9, | |
| 0.98 | |
| ], | |
| "weight_decay": 0.001, | |
| "sched": { | |
| "name": "CosineAnnealing", | |
| "warmup_steps": 0, | |
| "warmup_ratio": null, | |
| "min_lr": 1e-06 | |
| } | |
| }, | |
| "labels": [ | |
| "<unk>", | |
| "\u2581t", | |
| "\u2581th", | |
| "\u2581a", | |
| "in", | |
| "\u2581the", | |
| "re", | |
| "\u2581w", | |
| "\u2581o", | |
| "\u2581s", | |
| "at", | |
| "ou", | |
| "er", | |
| "nd", | |
| "\u2581i", | |
| "\u2581b", | |
| "\u2581c", | |
| "on", | |
| "\u2581h", | |
| "ing", | |
| "\u2581to", | |
| "\u2581m", | |
| "en", | |
| "\u2581f", | |
| "\u2581p", | |
| "an", | |
| "\u2581d", | |
| "es", | |
| "or", | |
| "ll", | |
| "\u2581of", | |
| "\u2581and", | |
| "\u2581y", | |
| "\u2581l", | |
| "\u2581I", | |
| "it", | |
| "\u2581in", | |
| "is", | |
| "ed", | |
| "\u2581g", | |
| "\u2581you", | |
| "ar", | |
| "\u2581that", | |
| "om", | |
| "as", | |
| "\u2581n", | |
| "ve", | |
| "us", | |
| "ic", | |
| "ow", | |
| "al", | |
| "\u2581it", | |
| "\u2581be", | |
| "\u2581wh", | |
| "le", | |
| "ion", | |
| "ut", | |
| "ot", | |
| "\u2581we", | |
| "\u2581is", | |
| "\u2581e", | |
| "et", | |
| "ay", | |
| "\u2581re", | |
| "\u2581on", | |
| "\u2581T", | |
| "\u2581A", | |
| "\u2581ha", | |
| "ent", | |
| "ke", | |
| "ct", | |
| "\u2581S", | |
| "ig", | |
| "ver", | |
| "\u2581Th", | |
| "all", | |
| "id", | |
| "\u2581for", | |
| "ro", | |
| "\u2581he", | |
| "se", | |
| "\u2581this", | |
| "ld", | |
| "ly", | |
| "\u2581go", | |
| "\u2581k", | |
| "\u2581st", | |
| "st", | |
| "ch", | |
| "\u2581li", | |
| "\u2581u", | |
| "am", | |
| "ur", | |
| "ce", | |
| "ith", | |
| "im", | |
| "\u2581so", | |
| "\u2581have", | |
| "\u2581do", | |
| "ht", | |
| "th", | |
| "\u2581an", | |
| "\u2581with", | |
| "ad", | |
| "\u2581r", | |
| "ir", | |
| "\u2581was", | |
| "\u2581as", | |
| "\u2581W", | |
| "\u2581are", | |
| "ust", | |
| "ally", | |
| "\u2581j", | |
| "\u2581se", | |
| "ation", | |
| "od", | |
| "ere", | |
| "\u2581like", | |
| "\u2581not", | |
| "\u2581kn", | |
| "ight", | |
| "\u2581B", | |
| "\u2581they", | |
| "\u2581And", | |
| "\u2581know", | |
| "ome", | |
| "op", | |
| "\u2581can", | |
| "\u2581or", | |
| "\u2581sh", | |
| "\u2581me", | |
| "ill", | |
| "ant", | |
| "ck", | |
| "\u2581what", | |
| "\u2581at", | |
| "\u2581ab", | |
| "ould", | |
| "ol", | |
| "\u2581So", | |
| "\u2581C", | |
| "use", | |
| "ter", | |
| "il", | |
| "\u2581but", | |
| "\u2581just", | |
| "\u2581ne", | |
| "\u2581de", | |
| "ra", | |
| "ore", | |
| "\u2581there", | |
| "ul", | |
| "out", | |
| "\u2581con", | |
| "\u2581all", | |
| "\u2581The", | |
| "ers", | |
| "\u2581H", | |
| "\u2581fr", | |
| "\u2581pro", | |
| "ge", | |
| "ea", | |
| "\u2581Y", | |
| "\u2581O", | |
| "\u2581M", | |
| "pp", | |
| "\u2581com", | |
| "ess", | |
| "\u2581ch", | |
| "\u2581al", | |
| "est", | |
| "ate", | |
| "qu", | |
| "\u2581lo", | |
| "\u2581ex", | |
| "very", | |
| "\u2581su", | |
| "ain", | |
| "\u2581one", | |
| "ca", | |
| "art", | |
| "ist", | |
| "if", | |
| "ive", | |
| "\u2581if", | |
| "ink", | |
| "nt", | |
| "ab", | |
| "\u2581about", | |
| "\u2581going", | |
| "\u2581v", | |
| "\u2581wor", | |
| "um", | |
| "ok", | |
| "\u2581your", | |
| "\u2581my", | |
| "ind", | |
| "\u2581get", | |
| "cause", | |
| "\u2581from", | |
| "\u2581don", | |
| "ri", | |
| "pe", | |
| "un", | |
| "ity", | |
| "\u2581up", | |
| "\u2581P", | |
| "\u2581out", | |
| "ort", | |
| "\u2581L", | |
| "ment", | |
| "el", | |
| "\u2581N", | |
| "\u2581some", | |
| "ich", | |
| "and", | |
| "\u2581think", | |
| "em", | |
| "oug", | |
| "\u2581G", | |
| "os", | |
| "\u2581D", | |
| "res", | |
| "\u2581because", | |
| "\u2581by", | |
| "ake", | |
| "\u2581int", | |
| "ie", | |
| "\u2581us", | |
| "\u2581tr", | |
| "\u2581then", | |
| "ack", | |
| "\u2581pl", | |
| "\u2581here", | |
| "\u2581pe", | |
| "her", | |
| "\u2581will", | |
| "\u2581F", | |
| "\u2581which", | |
| "ard", | |
| "\u2581right", | |
| "\u2581thing", | |
| "\u2581want", | |
| "ies", | |
| "ople", | |
| "\u2581It", | |
| "\u2581them", | |
| "ame", | |
| "\u2581We", | |
| "our", | |
| "\u2581say", | |
| "\u2581R", | |
| "\u2581people", | |
| "\u2581see", | |
| "\u2581who", | |
| "ast", | |
| "ure", | |
| "ect", | |
| "ear", | |
| "\u2581tim", | |
| "\u2581E", | |
| "\u2581You", | |
| "\u2581would", | |
| "\u2581when", | |
| "ven", | |
| "\u2581our", | |
| "ci", | |
| "\u2581really", | |
| "\u2581more", | |
| "ound", | |
| "ose", | |
| "ak", | |
| "\u2581co", | |
| "ide", | |
| "ough", | |
| "\u2581had", | |
| "so", | |
| "\u2581qu", | |
| "eah", | |
| "\u2581were", | |
| "ine", | |
| "\u2581act", | |
| "ther", | |
| "\u2581these", | |
| "\u2581how", | |
| "\u2581now", | |
| "\u2581sa", | |
| "ud", | |
| "\u2581Wh", | |
| "\u2581man", | |
| "ous", | |
| "one", | |
| "pt", | |
| "ff", | |
| "ong", | |
| "\u2581has", | |
| "\u2581any", | |
| "\u2581very", | |
| "\u2581But", | |
| "\u2581look", | |
| "iv", | |
| "itt", | |
| "\u2581time", | |
| "\u2581mo", | |
| "\u2581ar", | |
| "hing", | |
| "\u2581le", | |
| "\u2581work", | |
| "\u2581their", | |
| "are", | |
| "\u2581his", | |
| "per", | |
| "ions", | |
| "\u2581im", | |
| "\u2581ag", | |
| "\u2581J", | |
| "\u2581no", | |
| "\u2581en", | |
| "\u2581got", | |
| "ag", | |
| "\u2581sp", | |
| "ans", | |
| "act", | |
| "\u2581te", | |
| "\u2581also", | |
| "iz", | |
| "ice", | |
| "\u2581That", | |
| "\u2581cl", | |
| "\u2581been", | |
| "\u2581way", | |
| "\u2581fe", | |
| "\u2581did", | |
| "ple", | |
| "ually", | |
| "\u2581other", | |
| "\u2581U", | |
| "ite", | |
| "age", | |
| "omet", | |
| "ber", | |
| "reat", | |
| "ree", | |
| "\u2581into", | |
| "own", | |
| "\u2581tw", | |
| "\u2581part", | |
| "alk", | |
| "\u2581where", | |
| "\u2581need", | |
| "\u2581every", | |
| "pl", | |
| "\u2581ad", | |
| "ry", | |
| "\u2581over", | |
| "ble", | |
| "ap", | |
| "ue", | |
| "\u2581kind", | |
| "\u2581po", | |
| "\u2581back", | |
| "\u2581cont", | |
| "iff", | |
| "\u2581somet", | |
| "\u2581pr", | |
| "nder", | |
| "ire", | |
| "\u2581good", | |
| "\u2581than", | |
| "ace", | |
| "\u2581gu", | |
| "ep", | |
| "og", | |
| "ick", | |
| "way", | |
| "\u2581lot", | |
| "\u2581un", | |
| "\u2581things", | |
| "\u2581In", | |
| "ish", | |
| "kay", | |
| "\u2581well", | |
| "\u2581could", | |
| "\u2581pre", | |
| "\u2581two", | |
| "irst", | |
| "\u2581diff", | |
| "ach", | |
| "cc", | |
| "ittle", | |
| "int", | |
| "\u2581He", | |
| "\u2581those", | |
| "ence", | |
| "ip", | |
| "ase", | |
| "\u2581him", | |
| "\u2581make", | |
| "\u2581little", | |
| "ical", | |
| "\u2581gr", | |
| "\u2581year", | |
| "ass", | |
| "\u2581thr", | |
| "uch", | |
| "ated", | |
| "\u2581This", | |
| "\u2581off", | |
| "\u2581res", | |
| "ac", | |
| "ance", | |
| "\u2581actually", | |
| "\u2581talk", | |
| "ult", | |
| "able", | |
| "orm", | |
| "\u2581dis", | |
| "\u2581first", | |
| "ations", | |
| "\u2581something", | |
| "\u2581she", | |
| "sel", | |
| "\u2581let", | |
| "ord", | |
| "\u2581may", | |
| "ia", | |
| "\u2581am", | |
| "\u2581her", | |
| "\u2581said", | |
| "\u2581bo", | |
| "be", | |
| "ount", | |
| "\u2581much", | |
| "\u2581per", | |
| "\u2581even", | |
| "\u2581differe", | |
| "vel", | |
| "ary", | |
| "\u2581app", | |
| "ving", | |
| "\u2581comm", | |
| "\u2581imp", | |
| "ys", | |
| "\u2581again", | |
| "ress", | |
| "\u2581yeah", | |
| "\u2581down", | |
| "ang", | |
| "\u2581mean", | |
| "na", | |
| "ens", | |
| "\u2581does", | |
| "\u2581fo", | |
| "\u2581comp", | |
| "\u2581ro", | |
| "\u2581bl", | |
| "ody", | |
| "\u2581K", | |
| "\u2581through", | |
| "\u2581start", | |
| "uct", | |
| "\u2581only", | |
| "\u2581bet", | |
| "\u2581under", | |
| "\u2581br", | |
| "\u2581take", | |
| "ning", | |
| "\u2581bu", | |
| "\u2581use", | |
| "\u2581Ch", | |
| "xt", | |
| "co", | |
| "ory", | |
| "ild", | |
| "\u2581put", | |
| "\u2581call", | |
| "\u2581new", | |
| "other", | |
| "ting", | |
| "\u2581happ", | |
| "ater", | |
| "\u2581inc", | |
| "ition", | |
| "\u2581different", | |
| "\u2581should", | |
| "ade", | |
| "ign", | |
| "thing", | |
| "\u2581day", | |
| "fore", | |
| "\u2581Yeah", | |
| "ark", | |
| "ile", | |
| "ial", | |
| "\u2581come", | |
| "\u2581They", | |
| "\u2581being", | |
| "\u2581try", | |
| "ious", | |
| "\u2581sc", | |
| "\u2581bit", | |
| "\u2581spe", | |
| "ub", | |
| "fe", | |
| "\u2581doing", | |
| "\u2581St", | |
| "vers", | |
| "av", | |
| "ty", | |
| "ian", | |
| "onna", | |
| "red", | |
| "wn", | |
| "\u2581ke", | |
| "form", | |
| "ors", | |
| "\u2581fl", | |
| "fter", | |
| "ail", | |
| "ents", | |
| "\u2581gonna", | |
| "\u2581point", | |
| "ces", | |
| "\u2581There", | |
| "self", | |
| "\u2581many", | |
| "\u2581If", | |
| "\u2581same", | |
| "\u2581sy", | |
| "\u2581quest", | |
| "\u2581most", | |
| "\u2581great", | |
| "\u2581What", | |
| "\u2581fu", | |
| "ug", | |
| "\u2581show", | |
| "we", | |
| "ual", | |
| "ons", | |
| "\u2581Be", | |
| "ically", | |
| "\u2581ser", | |
| "\u2581rem", | |
| "\u2581ind", | |
| "\u2581pers", | |
| "\u2581V", | |
| "he", | |
| "\u2581str", | |
| "ved", | |
| "\u2581still", | |
| "ank", | |
| "\u2581rec", | |
| "\u2581wr", | |
| "ought", | |
| "day", | |
| "ath", | |
| "\u2581end", | |
| "\u2581bas", | |
| "ft", | |
| "erm", | |
| "body", | |
| "ph", | |
| "ject", | |
| "ict", | |
| "\u2581play", | |
| "\u2581Is", | |
| "ates", | |
| "\u2581ph", | |
| "oth", | |
| "\u2581acc", | |
| "get", | |
| "\u2581years", | |
| "\u2581em", | |
| "\u2581id", | |
| "\u2581Oh", | |
| "ves", | |
| "ever", | |
| "\u2581inter", | |
| "\u2581rel", | |
| "\u2581before", | |
| "\u2581feel", | |
| "igh", | |
| "\u2581three", | |
| "iss", | |
| "\u2581des", | |
| "ne", | |
| "\u2581why", | |
| "\u2581uh", | |
| "\u2581To", | |
| "\u2581cons", | |
| "\u2581hel", | |
| "\u2581after", | |
| "ower", | |
| "urn", | |
| "\u2581okay", | |
| "\u2581long", | |
| "\u2581bel", | |
| "\u2581around", | |
| "ful", | |
| "te", | |
| "ise", | |
| "\u2581ob", | |
| "\u2581supp", | |
| "ady", | |
| "ange", | |
| "aking", | |
| "\u2581pos", | |
| "atch", | |
| "\u2581tra", | |
| "gr", | |
| "\u2581might", | |
| "ert", | |
| "\u2581help", | |
| "ost", | |
| "\u2581too", | |
| "cial", | |
| "\u2581world", | |
| "\u2581give", | |
| "ike", | |
| "\u2581Okay", | |
| "ways", | |
| "\u2581min", | |
| "ward", | |
| "ily", | |
| "\u2581gen", | |
| "\u2581find", | |
| "\u2581dec", | |
| "ular", | |
| "ob", | |
| "\u2581tell", | |
| "\u2581Now", | |
| "\u2581sm", | |
| "\u2581cour", | |
| "\u2581real", | |
| "cess", | |
| "nds", | |
| "\u2581big", | |
| "\u2581num", | |
| "ction", | |
| "\u2581add", | |
| "\u2581set", | |
| "\u2581um", | |
| "ood", | |
| "ible", | |
| "\u2581own", | |
| "\u2581life", | |
| "ities", | |
| "\u2581its", | |
| "\u2581God", | |
| "pect", | |
| "\u2581didn", | |
| "stem", | |
| "les", | |
| "uc", | |
| "ib", | |
| "ating", | |
| "olog", | |
| "\u2581person", | |
| "\u2581inv", | |
| "ably", | |
| "\u2581sure", | |
| "\u2581reg", | |
| "lic", | |
| "\u2581stu", | |
| "\u2581cr", | |
| "\u2581ev", | |
| "ments", | |
| "\u2581another", | |
| "\u2581la", | |
| "\u2581last", | |
| "\u2581sub", | |
| "\u2581att", | |
| "\u2581op", | |
| "\u2581inst", | |
| "\u2581sl", | |
| "\u2581happen", | |
| "\u2581rep", | |
| "\u2581import", | |
| "ific", | |
| "ix", | |
| "\u2581made", | |
| "\u2581ear", | |
| "\u2581ac", | |
| "\u2581def", | |
| "ute", | |
| "\u2581next", | |
| "ative", | |
| "\u2581form", | |
| "\u2581guys", | |
| "\u2581system", | |
| "ew", | |
| "\u2581able", | |
| "ied", | |
| "\u2581always", | |
| "ren", | |
| "erest", | |
| "\u2581As", | |
| "\u2581mod", | |
| "\u2581done", | |
| "ings", | |
| "\u2581love", | |
| "ism", | |
| "\u2581ask", | |
| "old", | |
| "ered", | |
| "\u2581trans", | |
| "\u2581count", | |
| "ility", | |
| "\u2581high", | |
| "\u2581fin", | |
| "\u2581prob", | |
| "\u2581pol", | |
| "\u2581exam", | |
| "\u2581pres", | |
| "\u2581maybe", | |
| "ell", | |
| "\u2581stud", | |
| "\u2581prod", | |
| "\u2581car", | |
| "ock", | |
| "\u2581used", | |
| "oy", | |
| "stand", | |
| "\u2581No", | |
| "\u2581mon", | |
| "ks", | |
| "\u2581interest", | |
| "\u2581ent", | |
| "ited", | |
| "\u2581sort", | |
| "\u2581For", | |
| "\u2581today", | |
| "ics", | |
| "\u2581vide", | |
| "\u2581bec", | |
| "\u2581Well", | |
| "\u2581Al", | |
| "\u2581important", | |
| "\u2581such", | |
| "\u2581run", | |
| "\u2581keep", | |
| "\u2581fact", | |
| "ata", | |
| "ss", | |
| "\u2581never", | |
| "ween", | |
| "\u2581stuff", | |
| "ract", | |
| "\u2581question", | |
| "als", | |
| "\u2581sim", | |
| "vern", | |
| "ather", | |
| "\u2581course", | |
| "\u2581Of", | |
| "oc", | |
| "ness", | |
| "arch", | |
| "ize", | |
| "\u2581All", | |
| "ense", | |
| "blem", | |
| "\u2581probably", | |
| "hip", | |
| "\u2581number", | |
| "ention", | |
| "\u2581saying", | |
| "\u2581commun", | |
| "\u2581An", | |
| "akes", | |
| "\u2581belie", | |
| "\u2581between", | |
| "\u2581better", | |
| "cus", | |
| "\u2581place", | |
| "\u2581gener", | |
| "\u2581ca", | |
| "\u2581ins", | |
| "\u2581ass", | |
| "cond", | |
| "cept", | |
| "ull", | |
| "\u2581understand", | |
| "\u2581fun", | |
| "\u2581thought", | |
| "gan", | |
| "iew", | |
| "cy", | |
| "ution", | |
| "ope", | |
| "ason", | |
| "\u2581problem", | |
| "\u2581doesn", | |
| "ational", | |
| "\u2581read", | |
| "\u2581trying", | |
| "\u2581sch", | |
| "\u2581el", | |
| "ah", | |
| "atter", | |
| "\u2581exper", | |
| "\u2581four", | |
| "\u2581ele", | |
| "\u2581cou", | |
| "ont", | |
| "\u2581called", | |
| "\u2581partic", | |
| "\u2581open", | |
| "\u2581gl", | |
| "\u2581everything", | |
| "\u2581eff", | |
| "\u2581getting", | |
| "\u2581ty", | |
| "\u2581Am", | |
| "\u2581Because", | |
| "ave", | |
| "\u2581met", | |
| "\u2581Like", | |
| "oney", | |
| "\u2581", | |
| "e", | |
| "t", | |
| "o", | |
| "a", | |
| "n", | |
| "i", | |
| "s", | |
| "h", | |
| "r", | |
| "l", | |
| "d", | |
| "u", | |
| "c", | |
| "y", | |
| "m", | |
| "g", | |
| "w", | |
| "f", | |
| "p", | |
| ",", | |
| "b", | |
| ".", | |
| "k", | |
| "v", | |
| "'", | |
| "I", | |
| "T", | |
| "A", | |
| "S", | |
| "j", | |
| "x", | |
| "W", | |
| "B", | |
| "C", | |
| "?", | |
| "0", | |
| "O", | |
| "-", | |
| "M", | |
| "H", | |
| "Y", | |
| "q", | |
| "1", | |
| "P", | |
| "z", | |
| "L", | |
| "D", | |
| "N", | |
| "G", | |
| "F", | |
| "R", | |
| "E", | |
| "2", | |
| "J", | |
| "U", | |
| ":", | |
| "5", | |
| "9", | |
| "3", | |
| "K", | |
| "4", | |
| "V", | |
| "8", | |
| "6", | |
| "7", | |
| "!", | |
| "%", | |
| "Q", | |
| "$", | |
| "Z", | |
| "X", | |
| "\u00e9", | |
| "/", | |
| "\u00ed", | |
| "\u00e1", | |
| "\u00a3", | |
| "\u00f3", | |
| "\u0101", | |
| "\u00fc", | |
| "\u00f1", | |
| "\u00f6", | |
| "\u00e8", | |
| "\u00e7", | |
| "\u00e0", | |
| "\u00bf", | |
| "\u03bc", | |
| "\u03c0", | |
| "\u00e4", | |
| "\u00fa", | |
| "\u03b8", | |
| "\u00e3", | |
| "\u03c6", | |
| "\u012b", | |
| "\u03c3", | |
| "\u00ea", | |
| "\u03c1", | |
| "\u00e2", | |
| "\u00f4", | |
| "^", | |
| "\u20ac", | |
| "\u00c9", | |
| "\u016b", | |
| "\u0394", | |
| "\u03bb", | |
| "\u03b1", | |
| "\u03c4", | |
| "\u00e6", | |
| "\u0430", | |
| "\u043e", | |
| "\u03bd", | |
| "\u00ee", | |
| "\u03b3", | |
| "\u03c8", | |
| "\u0113", | |
| "\u0442", | |
| "\u00df", | |
| "\u03c9", | |
| "\u00ef", | |
| "\u0107", | |
| "\u010d", | |
| "\u03b5", | |
| "\u0435", | |
| "\u0438", | |
| "\u00f2", | |
| "\u0440", | |
| "\u03b2", | |
| "\u00f8", | |
| "\u0142", | |
| "\u03b4", | |
| "\u03b7", | |
| "\u043f", | |
| "\u00eb", | |
| "\u043d", | |
| "\u0441", | |
| "\u0161", | |
| "\u00dc", | |
| "\u00e5", | |
| "\u0144", | |
| "\u015b", | |
| "\u044f", | |
| "\u0111", | |
| "\u043b", | |
| "\u043c", | |
| "\u00d6", | |
| "\u00fb", | |
| "\u0219", | |
| "\u0432", | |
| "\u00c1", | |
| "\u00d8", | |
| "\u00f9", | |
| "\u03bf", | |
| "\u0447", | |
| "\u044c", | |
| "\u017e", | |
| "\u03a6", | |
| "\u0443", | |
| "\u0119", | |
| "\u03b9", | |
| "\u0431", | |
| "\u0433", | |
| "\u043a", | |
| "\u0151", | |
| "\u015a", | |
| "\u03a9", | |
| "\u03ba", | |
| "\u03c5", | |
| "\u00ec", | |
| "\u010c", | |
| "\u03ad", | |
| "\u0445", | |
| "\u044b", | |
| "\u00c5", | |
| "\u00c7", | |
| "\u017c", | |
| "\u03af", | |
| "\u03b6", | |
| "\u03c7", | |
| "\u044d", | |
| "\u00c6", | |
| "\u00cd", | |
| "\u00f5", | |
| "\u011b", | |
| "\u0127", | |
| "\u0141", | |
| "\u0153", | |
| "\u017d", | |
| "\u021b", | |
| "\u0393", | |
| "\u041f", | |
| "\u0434", | |
| "\u0437", | |
| "\u0444", | |
| "\u00a1", | |
| "\u00c0", | |
| "\u00ce", | |
| "\u0100", | |
| "\u0117", | |
| "\u0160", | |
| "\u017a", | |
| "\u039a", | |
| "\u03a8", | |
| "\u03ac", | |
| "\u03be", | |
| "\u03cc" | |
| ], | |
| "target": "nemo.collections.asr.models.rnnt_bpe_models.EncDecRNNTBPEModel", | |
| "nemo_version": "2.4.0rc0" | |
| } |