{ "sample_rate": 16000, "compute_eval_loss": false, "log_prediction": true, "rnnt_reduction": "mean_volume", "skip_nan_grad": true, "freeze_diar": true, "spk_supervision_strategy": "rttm", "rttm_mix_prob": 0.5, "shuffle_spk_mapping": true, "binarize_diar_preds_threshold": null, "model_defaults": { "enc_hidden": 1024, "pred_hidden": 640, "joint_hidden": 640, "num_speakers": 4, "spk_tar_all_zero": false, "num_sample_per_mel_frame": 160, "num_mel_frame_per_asr_frame": 8 }, "train_ds": { "use_lhotse": true, "skip_missing_manifest_entries": true, "input_cfg": null, "manifest_filepath": null, "sample_rate": 16000, "batch_size": 36, "shuffle": true, "num_workers": 4, "pin_memory": true, "max_duration": 40, "min_duration": 0.1, "drop_last": true, "text_field": "answer", "bucketing_strategy": "fully_randomized", "defer_setup": true, "bucketing_batch_size": null, "bucket_buffer_size": 100000, "shuffle_buffer_size": 50000, "num_speakers": 4, "spk_tar_all_zero": false, "num_sample_per_mel_frame": 160, "num_mel_frame_per_asr_frame": 8, "shuffle_spk_mapping": true, "batch_duration": 1200, "quadratic_duration": 20 }, "validation_ds": { "use_lhotse": true, "input_cfg": null, "manifest_filepath": null, "sample_rate": 16000, "batch_size": 16, "shuffle": false, "use_start_end_token": false, "num_workers": 4, "pin_memory": true, "text_field": "answer", "num_speakers": 4, "spk_tar_all_zero": false, "num_sample_per_mel_frame": 160, "num_mel_frame_per_asr_frame": 8, "shuffle_spk_mapping": false, "max_cuts": 8, "use_bucketing": false, "batch_duration": 800, "bucket_buffer_size": 2000, "shuffle_buffer_size": 1000 }, "test_ds": { "manifest_filepath": null, "sample_rate": 16000, "batch_size": 16, "shuffle": false, "use_start_end_token": false, "num_workers": 8, "pin_memory": true, "num_speakers": 4, "spk_tar_all_zero": false, "num_sample_per_mel_frame": 160, "num_mel_frame_per_asr_frame": 8, "shuffle_spk_mapping": false }, "tokenizer": { "dir": "/tokenizer", "type": "bpe", "model_path": "nemo:tokenizer.model", "vocab_path": "nemo:vocab.txt", "spe_tokenizer_vocab": "nemo:tokenizer.vocab" }, "preprocessor": { "_target_": "nemo.collections.asr.modules.AudioToMelSpectrogramPreprocessor", "sample_rate": 16000, "normalize": "NA", "window_size": 0.025, "window_stride": 0.01, "window": "hann", "features": 128, "n_fft": 512, "frame_splicing": 1, "dither": 1e-05, "pad_to": 0, "log": true }, "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": true, "reduction": null, "reduction_position": null, "reduction_factor": 1, "ff_expansion_factor": 4, "self_attention_model": "rel_pos", "n_heads": 8, "att_context_size": [ [ 70, 13 ], [ 70, 6 ], [ 70, 1 ], [ 70, 0 ] ], "att_context_style": "chunked_limited", "xscaling": false, "untie_biases": true, "pos_emb_max_len": 5000, "conv_kernel_size": 9, "conv_norm_type": "layer_norm", "conv_context_size": "causal", "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": 16, "jointnet": { "joint_hidden": 640, "activation": "relu", "dropout": 0.2, "encoder_hidden": 1024, "pred_hidden": 640 }, "num_classes": 1024, "vocabulary": [ "", "\u2581t", "\u2581th", "\u2581a", "in", "\u2581the", "re", "\u2581w", "\u2581o", "\u2581s", "er", "at", "ou", "nd", "it", "is", "\u2581h", "\u2581b", "on", "\u2581c", "ing", "en", "\u2581to", "\u2581m", "\u2581f", "\u2581p", "or", "an", "es", "\u2581of", "\u2581d", "ed", "ll", "\u2581and", "\u2581I", "\u2581in", "\u2581l", "ar", "\u2581y", "\u2581g", "as", "\u2581you", "om", "\u2581n", "ic", "ve", "al", "ion", "us", "\u2581be", "ow", "le", "\u2581wh", "\u2581e", "ot", "ut", "\u2581it", "\u2581is", "\u2581we", "\u2581T", "\u2581re", "et", "\u2581A", "ent", "\u2581on", "\u2581ha", "ay", "\u2581S", "ct", "\u2581Th", "ver", "id", "ig", "im", "ro", "\u2581for", "ly", "\u2581he", "ke", "ld", "se", "st", "ch", "\u2581st", "all", "ce", "ur", "ith", "am", "if", "ir", "\u2581go", "\u2581u", "\u2581as", "\u2581was", "ad", "\u2581W", "\u2581k", "\u2581an", "ht", "th", "\u2581r", "\u2581are", "ere", "\u2581se", "\u2581do", "\u2581B", "\u2581so", "\u2581sh", "\u2581not", "\u2581li", "od", "\u2581C", "ust", "ill", "ight", "ally", "\u2581And", "ter", "\u2581or", "\u2581me", "\u2581M", "ome", "op", "\u2581at", "il", "\u2581The", "ould", "\u2581j", "ant", "\u2581So", "\u2581H", "ol", "ain", "\u2581can", "\u2581de", "\u2581ne", "ore", "\u2581con", "\u2581kn", "ck", "ul", "\u2581fr", "\u2581ab", "ers", "ess", "ge", "\u2581pro", "pe", "ate", "\u2581su", "\u2581com", "\u2581but", "\u2581all", "est", "qu", "\u2581ex", "\u2581al", "ra", "\u2581O", "out", "use", "very", "pp", "\u2581Y", "\u2581ch", "ri", "ist", "\u2581v", "\u2581lo", "ment", "art", "\u2581P", "nt", "ab", "\u2581one", "\u2581N", "ive", "\u2581wor", "ions", "ort", "\u2581L", "\u2581by", "ich", "\u2581my", "ity", "ok", "\u2581G", "res", "\u2581up", "un", "um", "ea", "ind", "and", "ink", "el", "\u2581D", "em", "\u2581E", "os", "oug", "\u2581if", "ca", "\u2581out", "\u2581int", "ie", "\u2581F", "\u2581It", "\u2581his", "ard", "\u2581had", "\u2581tr", "her", "our", "ies", "ake", "\u2581R", "\u2581We", "\u2581get", "\u2581don", "\u2581us", "ak", "\u2581pl", "ect", "ure", "ame", "ast", "\u2581who", "ack", "\u2581le", "\u2581sa", "iv", "ci", "ide", "\u2581tim", "\u2581our", "ound", "ous", "\u2581co", "\u2581pe", "ose", "ud", "\u2581see", "ough", "\u2581man", "\u2581qu", "\u2581You", "so", "ople", "\u2581Wh", "ong", "ap", "ther", "\u2581J", "are", "ine", "\u2581say", "\u2581im", "\u2581But", "ings", "\u2581has", "\u2581ag", "ff", "\u2581her", "itt", "one", "\u2581en", "\u2581ar", "\u2581fe", "ven", "\u2581any", "\u2581mo", "reat", "ag", "\u2581how", "\u2581cl", "pt", "\u2581now", "own", "ber", "\u2581him", "\u2581act", "hing", "ice", "\u2581no", "ans", "iz", "\u2581fa", "per", "pl", "\u2581te", "\u2581ad", "age", "ree", "\u2581tw", "ank", "\u2581He", "ple", "ite", "ry", "\u2581U", "ish", "ire", "ue", "\u2581In", "\u2581she", "ble", "cc", "nder", "\u2581way", "\u2581pr", "ear", "\u2581did", "\u2581po", "eah", "\u2581un", "omet", "ence", "ep", "uch", "\u2581sp", "ach", "og", "ance", "able", "iff", "sel", "\u2581got", "way", "\u2581gr", "alk", "\u2581res", "ated", "irst", "ick", "ass", "\u2581two", "\u2581dis", "ord", "\u2581pre", "ount", "ase", "ip", "ult", "ical", "orm", "ary", "ace", "\u2581spe", "\u2581Ch", "\u2581thr", "\u2581imp", "int", "\u2581am", "\u2581off", "act", "ia", "\u2581ro", "ress", "\u2581per", "\u2581fo", "\u2581br", "\u2581K", "vel", "\u2581gu", "\u2581bo", "ang", "kay", "ub", "ign", "\u2581may", "ving", "ces", "ens", "cl", "\u2581lot", "ru", "ade", "\u2581bet", "\u2581bl", "\u2581let", "fore", "co", "ild", "ning", "xt", "ile", "ark", "self", "\u2581app", "ory", "du", "\u2581day", "\u2581St", "ater", "\u2581use", "ys", "fter", "\u2581new", "ious", "ial", "he", "wn", "ved", "red", "\u2581fl", "iss", "ody", "form", "ian", "tain", "\u2581bu", "\u2581V", "\u2581rec", "ty", "be", "\u2581sc", "ors", "vers", "\u2581put", "ife", "\u2581If", "we", "te", "ject", "ath", "ting", "\u2581rem", "\u2581acc", "ull", "ons", "\u2581ind", "\u2581ser", "\u2581ke", "ates", "ves", "na", "lic", "\u2581des", "\u2581its", "ful", "ents", "erm", "ac", "ered", "ise", "\u2581sy", "urn", "\u2581em", "oth", "ual", "ne", "ward", "ib", "\u2581try", "\u2581pos", "nds", "ft", "get", "ph", "\u2581ob", "ady", "igh", "ood", "\u2581rel", "\u2581wr", "ug", "ears", "ail", "\u2581Now", "\u2581bit", "ng", "\u2581Oh", "\u2581hel", "ange", "\u2581reg", "\u2581rep", "\u2581bel", "\u2581sm", "ost", "tern", "gr", "\u2581own", "\u2581end", "pect", "ily", "day", "ied", "ific", "ower", "\u2581add", "cess", "ict", "ible", "\u2581bas", "\u2581i", "\u2581op", "cial", "ular", "\u2581Be", "ced", "\u2581too", "ks", "ew", "mer", "\u2581ph", "ob", "==", "\u2581la", "\u2581set", "\u2581min", "\u2581sub", "\u2581gen", "atch", "..", "\u2581inv", "\u2581As", "\u2581nat", "\u2581sl", "\u2581num", "av", "ways", "\u2581God", "stem", "\u2581ac", "\u2581att", "\u2581ev", "\u2581def", "llow", "\u2581str", "lect", "ars", "\u2581cr", "\u2581Is", "olog", "les", "oy", "\u2581ask", "\u2581inc", "body", "\u2581ent", "\u2581pol", "ness", "ix", "\u2581why", "onna", "\u2581ear", "\u2581tak", "\u2581Un", "ited", "mun", "li", "ute", "ract", "\u2581dec", "uro", "\u2581mak", "\u2581fin", "ween", "\u2581No", "arch", "\u2581bec", "gan", "old", "cy", "\u2581big", "\u2581For", "ren", "als", "und", "\u2581Al", "\u2581All", "ss", "ows", "\u2581mod", "ock", "\u2581id", "ism", "cus", "\u2581gl", "ably", "\u2581ass", "\u2581car", "ata", "ppen", "led", "\u2581sim", "\u2581mon", "ics", "\u2581giv", "cept", "\u2581Mr", "pan", "\u2581pub", "\u2581eff", "\u2581How", "ps", "vern", "end", "hip", "iew", "ope", "\u2581An", "\u2581She", "\u2581Com", "ee", "ures", "ell", "ouse", "cond", "king", "oc", "ues", "ever", "\u2581To", "clud", "\u2581ins", "\u2581exp", "\u2581old", "\u2581mem", "\u2581ref", "\u2581tra", "\u2581far", "ave", "rat", "\u2581sur", "ruct", "rib", "duct", "uff", "\u2581met", "\u2581sch", "ince", "\u2581run", "ense", "\u2581cle", "\u2581==", "mon", "ize", "\u2581ord", "blem", "tin", "\u2581Let", "ner", "ond", "its", "\u2581cor", "land", "\u2581cur", "\u2581Re", "\u2581bus", "\u2581uh", "air", "ote", "ants", "ason", "ric", "\u2581el", "\u2581cer", "nce", "\u2581fam", "\u2581cap", "uck", "ool", "ried", "\u2581cou", "\u2581fun", "\u2581wom", "\u2581hum", "\u2581ty", "\u2581ap", "ike", "\u2581few", "oney", "\u2581inf", "ont", "ese", "ook", "gy", "uth", "ulat", "ieve", "ized", "ross", "\u2581ple", "\u2581um", "\u2581val", "\u2581equ", "\u2581lea", "\u2581lar", "ah", "eral", "\u2581ed", "ared", "lish", "arn", "ds", "esn", "\u2581iss", "\u2581ca", "ted", "ices", "\u2581wee", "ash", "\u2581top", "ten", "up", "ts", "gin", "con", "ari", "\u2581opp", "osed", "\u2581eas", "\u2581ext", "gg", "az", "\u2581Fr", "ideo", "izat", "\u2581men", "\u2581mom", "\u2581ret", "tty", "rist", "\u2581gra", "alth", "ef", "\u2581det", "ax", "\u2581mat", "chn", "ern", "peri", "\u2581bre", "\u2581Sh", "sw", "erat", "\u2581sit", "ters", "ale", "man", "\u2581sol", "ork", "\u2581adv", "ety", "\u2581vis", "\u2581med", "uc", "less", "\u2581unt", "gram", "ets", "ists", "\u2581ey", "\u2581col", "imes", "\u2581law", "\u2581pri", "sid", "\u2581On", "\u2581mot", "ield", "\u2581Do", "\u2581At", "ages", "amp", "\u2581art", "miss", "\u2581sk", "alf", "pr", "ier", "\u2581beh", "\u2581Yes", "ural", "ime", "\u2581wa", "oks", "bers", "ger", "ient", "ries", "...", "\u2581che", "\u2581Br", "ird", "\u2581Ar", "\u2581war", "inat", "\u2581My", "ital", "wh", "med", "\u2581pur", "ully", "\u2581One", "\u2581rat", "ines", "\u2581Of", "io", "\u2581loc", "ret", "ctor", "\u2581leg", "stit", "ined", "ught", "\u2581dur", "\u2581es", "vent", "aj", "\u2581bro", "\u2581saw", "\u2581sec", "ream", "\u2581pop", "reen", "\u2581Ind", "els", "\u2581yet", "ired", "\u2581sw", "tro", "oup", "most", "pean", "eds", "ush", "oh", "\u2581Se", "\u2581tea", "ann", "ilit", "err", "pend", "ton", "ased", "\u2581aff", "\u2581mor", "\u2581dra", "put", "\u2581dr", "ins", "uat", "nect", "cri", "outh", "\u2581ra", "\u2581pay", "ms", "\u2581av", "bs", "ling", "\u2581De", "\u2581Or", "ove", "\u2581Can", "\u2581eng", "ames", "ided", "\u2581Go", "mitt", "ode", "\u2581cre", "par", "ides", "pos", "\u2581fav", "\u2581air", "\u2581New", "\u2581bad", "\u2581six", "vat", "\u2581pat", "not", "\u2581di", "rop", "ral", "orn", "\u2581par", "cing", "\u2581aw", "orts", "ox", "\u2581yes", "cuss", "eng", "ives", "erms", "\u2581job", "mand", "ying", "\u2581occ", "aps", "ases", "\u2581Not", "rent", "ency", "att", "ised", "vice", "\u2581Eng", "\u2581est", "oked", "\u2581Q", "iron", "idd", "me", "unch", "ane", "\u2581z", "br", "arts", "\u2581fat", "ery", "anks", "\u2581jo", "\u2581mar", "aw", "ott", "ards", "\u2581oh", "ians", "\u2581sci", "row", "unt", "ury", "\u2581abs", "ergy", "\u2581Z", "ump", "\u2581Am", "ened", "angu", "\u2581Pro", "icat", "itch", "\u2581dri", "iat", "\u2581", "e", "t", "o", "a", "n", "i", "s", "r", "h", "l", "d", "u", "c", "m", "y", "g", "w", "f", "p", ",", ".", "b", "v", "k", "'", "I", "T", "A", "S", "x", "W", "j", "C", "B", "M", "?", "H", "O", "0", "P", "q", "Y", "N", "L", "D", "1", "E", "G", "z", "F", "R", "-", "2", "J", "U", "9", "K", "5", "3", "V", "=", "4", "8", "6", "7", "!", "%", ":", "Q", "Z", "$", "X", "\"", "&", "*", "/", "\u00a3", "+", "\u20ac", "_", "^", "\u00a5" ] }, "decoding": { "strategy": "greedy_batch", "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 } }, "loss": { "loss_name": "default", "warprnnt_numba_kwargs": { "fastemit_lambda": 0.0, "clamp": -1.0 } }, "optim": { "name": "adamw", "lr": 2, "betas": [ 0.9, 0.98 ], "weight_decay": 0.001, "sched": { "name": "NoamAnnealing", "warmup_steps": 4000, "warmup_ratio": null, "min_lr": 1e-06, "d_model": 1024 } }, "spk_kernel_type": "ff", "spk_kernel_layers": [ 0 ], "add_bg_spk_kernel": true, "labels": [ "", "\u2581t", "\u2581th", "\u2581a", "in", "\u2581the", "re", "\u2581w", "\u2581o", "\u2581s", "er", "at", "ou", "nd", "it", "is", "\u2581h", "\u2581b", "on", "\u2581c", "ing", "en", "\u2581to", "\u2581m", "\u2581f", "\u2581p", "or", "an", "es", "\u2581of", "\u2581d", "ed", "ll", "\u2581and", "\u2581I", "\u2581in", "\u2581l", "ar", "\u2581y", "\u2581g", "as", "\u2581you", "om", "\u2581n", "ic", "ve", "al", "ion", "us", "\u2581be", "ow", "le", "\u2581wh", "\u2581e", "ot", "ut", "\u2581it", "\u2581is", "\u2581we", "\u2581T", "\u2581re", "et", "\u2581A", "ent", "\u2581on", "\u2581ha", "ay", "\u2581S", "ct", "\u2581Th", "ver", "id", "ig", "im", "ro", "\u2581for", "ly", "\u2581he", "ke", "ld", "se", "st", "ch", "\u2581st", "all", "ce", "ur", "ith", "am", "if", "ir", "\u2581go", "\u2581u", "\u2581as", "\u2581was", "ad", "\u2581W", "\u2581k", "\u2581an", "ht", "th", "\u2581r", "\u2581are", "ere", "\u2581se", "\u2581do", "\u2581B", "\u2581so", "\u2581sh", "\u2581not", "\u2581li", "od", "\u2581C", "ust", "ill", "ight", "ally", "\u2581And", "ter", "\u2581or", "\u2581me", "\u2581M", "ome", "op", "\u2581at", "il", "\u2581The", "ould", "\u2581j", "ant", "\u2581So", "\u2581H", "ol", "ain", "\u2581can", "\u2581de", "\u2581ne", "ore", "\u2581con", "\u2581kn", "ck", "ul", "\u2581fr", "\u2581ab", "ers", "ess", "ge", "\u2581pro", "pe", "ate", "\u2581su", "\u2581com", "\u2581but", "\u2581all", "est", "qu", "\u2581ex", "\u2581al", "ra", "\u2581O", "out", "use", "very", "pp", "\u2581Y", "\u2581ch", "ri", "ist", "\u2581v", "\u2581lo", "ment", "art", "\u2581P", "nt", "ab", "\u2581one", "\u2581N", "ive", "\u2581wor", "ions", "ort", "\u2581L", "\u2581by", "ich", "\u2581my", "ity", "ok", "\u2581G", "res", "\u2581up", "un", "um", "ea", "ind", "and", "ink", "el", "\u2581D", "em", "\u2581E", "os", "oug", "\u2581if", "ca", "\u2581out", "\u2581int", "ie", "\u2581F", "\u2581It", "\u2581his", "ard", "\u2581had", "\u2581tr", "her", "our", "ies", "ake", "\u2581R", "\u2581We", "\u2581get", "\u2581don", "\u2581us", "ak", "\u2581pl", "ect", "ure", "ame", "ast", "\u2581who", "ack", "\u2581le", "\u2581sa", "iv", "ci", "ide", "\u2581tim", "\u2581our", "ound", "ous", "\u2581co", "\u2581pe", "ose", "ud", "\u2581see", "ough", "\u2581man", "\u2581qu", "\u2581You", "so", "ople", "\u2581Wh", "ong", "ap", "ther", "\u2581J", "are", "ine", "\u2581say", "\u2581im", "\u2581But", "ings", "\u2581has", "\u2581ag", "ff", "\u2581her", "itt", "one", "\u2581en", "\u2581ar", "\u2581fe", "ven", "\u2581any", "\u2581mo", "reat", "ag", "\u2581how", "\u2581cl", "pt", "\u2581now", "own", "ber", "\u2581him", "\u2581act", "hing", "ice", "\u2581no", "ans", "iz", "\u2581fa", "per", "pl", "\u2581te", "\u2581ad", "age", "ree", "\u2581tw", "ank", "\u2581He", "ple", "ite", "ry", "\u2581U", "ish", "ire", "ue", "\u2581In", "\u2581she", "ble", "cc", "nder", "\u2581way", "\u2581pr", "ear", "\u2581did", "\u2581po", "eah", "\u2581un", "omet", "ence", "ep", "uch", "\u2581sp", "ach", "og", "ance", "able", "iff", "sel", "\u2581got", "way", "\u2581gr", "alk", "\u2581res", "ated", "irst", "ick", "ass", "\u2581two", "\u2581dis", "ord", "\u2581pre", "ount", "ase", "ip", "ult", "ical", "orm", "ary", "ace", "\u2581spe", "\u2581Ch", "\u2581thr", "\u2581imp", "int", "\u2581am", "\u2581off", "act", "ia", "\u2581ro", "ress", "\u2581per", "\u2581fo", "\u2581br", "\u2581K", "vel", "\u2581gu", "\u2581bo", "ang", "kay", "ub", "ign", "\u2581may", "ving", "ces", "ens", "cl", "\u2581lot", "ru", "ade", "\u2581bet", "\u2581bl", "\u2581let", "fore", "co", "ild", "ning", "xt", "ile", "ark", "self", "\u2581app", "ory", "du", "\u2581day", "\u2581St", "ater", "\u2581use", "ys", "fter", "\u2581new", "ious", "ial", "he", "wn", "ved", "red", "\u2581fl", "iss", "ody", "form", "ian", "tain", "\u2581bu", "\u2581V", "\u2581rec", "ty", "be", "\u2581sc", "ors", "vers", "\u2581put", "ife", "\u2581If", "we", "te", "ject", "ath", "ting", "\u2581rem", "\u2581acc", "ull", "ons", "\u2581ind", "\u2581ser", "\u2581ke", "ates", "ves", "na", "lic", "\u2581des", "\u2581its", "ful", "ents", "erm", "ac", "ered", "ise", "\u2581sy", "urn", "\u2581em", "oth", "ual", "ne", "ward", "ib", "\u2581try", "\u2581pos", "nds", "ft", "get", "ph", "\u2581ob", "ady", "igh", "ood", "\u2581rel", "\u2581wr", "ug", "ears", "ail", "\u2581Now", "\u2581bit", "ng", "\u2581Oh", "\u2581hel", "ange", "\u2581reg", "\u2581rep", "\u2581bel", "\u2581sm", "ost", "tern", "gr", "\u2581own", "\u2581end", "pect", "ily", "day", "ied", "ific", "ower", "\u2581add", "cess", "ict", "ible", "\u2581bas", "\u2581i", "\u2581op", "cial", "ular", "\u2581Be", "ced", "\u2581too", "ks", "ew", "mer", "\u2581ph", "ob", "==", "\u2581la", "\u2581set", "\u2581min", "\u2581sub", "\u2581gen", "atch", "..", "\u2581inv", "\u2581As", "\u2581nat", "\u2581sl", "\u2581num", "av", "ways", "\u2581God", "stem", "\u2581ac", "\u2581att", "\u2581ev", "\u2581def", "llow", "\u2581str", "lect", "ars", "\u2581cr", "\u2581Is", "olog", "les", "oy", "\u2581ask", "\u2581inc", "body", "\u2581ent", "\u2581pol", "ness", "ix", "\u2581why", "onna", "\u2581ear", "\u2581tak", "\u2581Un", "ited", "mun", "li", "ute", "ract", "\u2581dec", "uro", "\u2581mak", "\u2581fin", "ween", "\u2581No", "arch", "\u2581bec", "gan", "old", "cy", "\u2581big", "\u2581For", "ren", "als", "und", "\u2581Al", "\u2581All", "ss", "ows", "\u2581mod", "ock", "\u2581id", "ism", "cus", "\u2581gl", "ably", "\u2581ass", "\u2581car", "ata", "ppen", "led", "\u2581sim", "\u2581mon", "ics", "\u2581giv", "cept", "\u2581Mr", "pan", "\u2581pub", "\u2581eff", "\u2581How", "ps", "vern", "end", "hip", "iew", "ope", "\u2581An", "\u2581She", "\u2581Com", "ee", "ures", "ell", "ouse", "cond", "king", "oc", "ues", "ever", "\u2581To", "clud", "\u2581ins", "\u2581exp", "\u2581old", "\u2581mem", "\u2581ref", "\u2581tra", "\u2581far", "ave", "rat", "\u2581sur", "ruct", "rib", "duct", "uff", "\u2581met", "\u2581sch", "ince", "\u2581run", "ense", "\u2581cle", "\u2581==", "mon", "ize", "\u2581ord", "blem", "tin", "\u2581Let", "ner", "ond", "its", "\u2581cor", "land", "\u2581cur", "\u2581Re", "\u2581bus", "\u2581uh", "air", "ote", "ants", "ason", "ric", "\u2581el", "\u2581cer", "nce", "\u2581fam", "\u2581cap", "uck", "ool", "ried", "\u2581cou", "\u2581fun", "\u2581wom", "\u2581hum", "\u2581ty", "\u2581ap", "ike", "\u2581few", "oney", "\u2581inf", "ont", "ese", "ook", "gy", "uth", "ulat", "ieve", "ized", "ross", "\u2581ple", "\u2581um", "\u2581val", "\u2581equ", "\u2581lea", "\u2581lar", "ah", "eral", "\u2581ed", "ared", "lish", "arn", "ds", "esn", "\u2581iss", "\u2581ca", "ted", "ices", "\u2581wee", "ash", "\u2581top", "ten", "up", "ts", "gin", "con", "ari", "\u2581opp", "osed", "\u2581eas", "\u2581ext", "gg", "az", "\u2581Fr", "ideo", "izat", "\u2581men", "\u2581mom", "\u2581ret", "tty", "rist", "\u2581gra", "alth", "ef", "\u2581det", "ax", "\u2581mat", "chn", "ern", "peri", "\u2581bre", "\u2581Sh", "sw", "erat", "\u2581sit", "ters", "ale", "man", "\u2581sol", "ork", "\u2581adv", "ety", "\u2581vis", "\u2581med", "uc", "less", "\u2581unt", "gram", "ets", "ists", "\u2581ey", "\u2581col", "imes", "\u2581law", "\u2581pri", "sid", "\u2581On", "\u2581mot", "ield", "\u2581Do", "\u2581At", "ages", "amp", "\u2581art", "miss", "\u2581sk", "alf", "pr", "ier", "\u2581beh", "\u2581Yes", "ural", "ime", "\u2581wa", "oks", "bers", "ger", "ient", "ries", "...", "\u2581che", "\u2581Br", "ird", "\u2581Ar", "\u2581war", "inat", "\u2581My", "ital", "wh", "med", "\u2581pur", "ully", "\u2581One", "\u2581rat", "ines", "\u2581Of", "io", "\u2581loc", "ret", "ctor", "\u2581leg", "stit", "ined", "ught", "\u2581dur", "\u2581es", "vent", "aj", "\u2581bro", "\u2581saw", "\u2581sec", "ream", "\u2581pop", "reen", "\u2581Ind", "els", "\u2581yet", "ired", "\u2581sw", "tro", "oup", "most", "pean", "eds", "ush", "oh", "\u2581Se", "\u2581tea", "ann", "ilit", "err", "pend", "ton", "ased", "\u2581aff", "\u2581mor", "\u2581dra", "put", "\u2581dr", "ins", "uat", "nect", "cri", "outh", "\u2581ra", "\u2581pay", "ms", "\u2581av", "bs", "ling", "\u2581De", "\u2581Or", "ove", "\u2581Can", "\u2581eng", "ames", "ided", "\u2581Go", "mitt", "ode", "\u2581cre", "par", "ides", "pos", "\u2581fav", "\u2581air", "\u2581New", "\u2581bad", "\u2581six", "vat", "\u2581pat", "not", "\u2581di", "rop", "ral", "orn", "\u2581par", "cing", "\u2581aw", "orts", "ox", "\u2581yes", "cuss", "eng", "ives", "erms", "\u2581job", "mand", "ying", "\u2581occ", "aps", "ases", "\u2581Not", "rent", "ency", "att", "ised", "vice", "\u2581Eng", "\u2581est", "oked", "\u2581Q", "iron", "idd", "me", "unch", "ane", "\u2581z", "br", "arts", "\u2581fat", "ery", "anks", "\u2581jo", "\u2581mar", "aw", "ott", "ards", "\u2581oh", "ians", "\u2581sci", "row", "unt", "ury", "\u2581abs", "ergy", "\u2581Z", "ump", "\u2581Am", "ened", "angu", "\u2581Pro", "icat", "itch", "\u2581dri", "iat", "\u2581", "e", "t", "o", "a", "n", "i", "s", "r", "h", "l", "d", "u", "c", "m", "y", "g", "w", "f", "p", ",", ".", "b", "v", "k", "'", "I", "T", "A", "S", "x", "W", "j", "C", "B", "M", "?", "H", "O", "0", "P", "q", "Y", "N", "L", "D", "1", "E", "G", "z", "F", "R", "-", "2", "J", "U", "9", "K", "5", "3", "V", "=", "4", "8", "6", "7", "!", "%", ":", "Q", "Z", "$", "X", "\"", "&", "*", "/", "\u00a3", "+", "\u20ac", "_", "^", "\u00a5" ], "target": "nemo.collections.asr.models.multitalker_asr_models.EncDecMultiTalkerRNNTBPEModel", "nemo_version": "2.6.0rc0", "quantization": { "bits": 8, "group_size": 64 } }