| config: conf/train_asr_demo_branchformer.yaml | |
| print_config: false | |
| log_level: INFO | |
| drop_last_iter: false | |
| dry_run: false | |
| iterator_type: sequence | |
| valid_iterator_type: null | |
| output_dir: exp/asr_train_asr_demo_branchformer_raw_en_bpe300_sp | |
| ngpu: 1 | |
| seed: 0 | |
| num_workers: 2 | |
| num_att_plot: 0 | |
| dist_backend: nccl | |
| dist_init_method: env:// | |
| dist_world_size: null | |
| dist_rank: null | |
| local_rank: 0 | |
| dist_master_addr: null | |
| dist_master_port: null | |
| dist_launcher: null | |
| multiprocessing_distributed: false | |
| unused_parameters: false | |
| sharded_ddp: false | |
| cudnn_enabled: true | |
| cudnn_benchmark: false | |
| cudnn_deterministic: true | |
| collect_stats: false | |
| write_collected_feats: false | |
| max_epoch: 100 | |
| patience: null | |
| val_scheduler_criterion: | |
| - valid | |
| - loss | |
| early_stopping_criterion: | |
| - valid | |
| - loss | |
| - min | |
| best_model_criterion: | |
| - - valid | |
| - acc | |
| - max | |
| keep_nbest_models: 10 | |
| nbest_averaging_interval: 0 | |
| grad_clip: 5.0 | |
| grad_clip_type: 2.0 | |
| grad_noise: false | |
| accum_grad: 2 | |
| no_forward_run: false | |
| resume: true | |
| train_dtype: float32 | |
| use_amp: true | |
| log_interval: null | |
| use_matplotlib: true | |
| use_tensorboard: true | |
| create_graph_in_tensorboard: false | |
| use_wandb: false | |
| wandb_project: null | |
| wandb_id: null | |
| wandb_entity: null | |
| wandb_name: null | |
| wandb_model_log_interval: -1 | |
| detect_anomaly: false | |
| use_adapter: false | |
| adapter: lora | |
| save_strategy: all | |
| adapter_conf: {} | |
| pretrain_path: null | |
| init_param: [] | |
| ignore_init_mismatch: false | |
| freeze_param: [] | |
| num_iters_per_epoch: null | |
| batch_size: 64 | |
| valid_batch_size: null | |
| batch_bins: 1000000 | |
| valid_batch_bins: null | |
| train_shape_file: | |
| - exp/asr_stats_raw_en_bpe300_sp/train/speech_shape | |
| - exp/asr_stats_raw_en_bpe300_sp/train/text_shape.bpe | |
| valid_shape_file: | |
| - exp/asr_stats_raw_en_bpe300_sp/valid/speech_shape | |
| - exp/asr_stats_raw_en_bpe300_sp/valid/text_shape.bpe | |
| batch_type: folded | |
| valid_batch_type: null | |
| fold_length: | |
| - 80000 | |
| - 150 | |
| sort_in_batch: descending | |
| shuffle_within_batch: false | |
| sort_batch: descending | |
| multiple_iterator: false | |
| chunk_length: 500 | |
| chunk_shift_ratio: 0.5 | |
| num_cache_chunks: 1024 | |
| chunk_excluded_key_prefixes: [] | |
| chunk_default_fs: null | |
| train_data_path_and_name_and_type: | |
| - - dump/raw/train_nodev_sp/wav.scp | |
| - speech | |
| - sound | |
| - - dump/raw/train_nodev_sp/text | |
| - text | |
| - text | |
| valid_data_path_and_name_and_type: | |
| - - dump/raw/train_dev/wav.scp | |
| - speech | |
| - sound | |
| - - dump/raw/train_dev/text | |
| - text | |
| - text | |
| allow_variable_data_keys: false | |
| max_cache_size: 0.0 | |
| max_cache_fd: 32 | |
| allow_multi_rates: false | |
| valid_max_cache_size: null | |
| exclude_weight_decay: false | |
| exclude_weight_decay_conf: {} | |
| optim: adam | |
| optim_conf: | |
| lr: 0.001 | |
| scheduler: warmuplr | |
| scheduler_conf: | |
| warmup_steps: 800 | |
| token_list: | |
| - <blank> | |
| - <unk> | |
| - ▁ | |
| - o | |
| - a | |
| - ▁e | |
| - '''' | |
| - ▁um | |
| - ▁o | |
| - e | |
| - ba | |
| - ▁mu | |
| - n | |
| - la | |
| - ▁n | |
| - mu | |
| - ka | |
| - ▁ku | |
| - li | |
| - ▁oku | |
| - ▁nga | |
| - ra | |
| - ko | |
| - sa | |
| - ▁a | |
| - u | |
| - ▁ki | |
| - yo | |
| - ta | |
| - ki | |
| - i | |
| - tu | |
| - ku | |
| - zi | |
| - t | |
| - wa | |
| - ▁tu | |
| - za | |
| - ga | |
| - 'no' | |
| - si | |
| - ma | |
| - ▁nti | |
| - ▁ne | |
| - ri | |
| - ▁ba | |
| - ▁sebo | |
| - wo | |
| - re | |
| - s | |
| - r | |
| - ▁eki | |
| - ze | |
| - dde | |
| - bi | |
| - na | |
| - te | |
| - le | |
| - se | |
| - ya | |
| - nya | |
| - ge | |
| - ▁ye | |
| - bu | |
| - z | |
| - ▁ebi | |
| - jja | |
| - m | |
| - ▁ka | |
| - k | |
| - ▁na | |
| - ▁bu | |
| - ▁omu | |
| - l | |
| - g | |
| - ▁wa | |
| - b | |
| - lu | |
| - ▁obu | |
| - y | |
| - ti | |
| - ▁bi | |
| - ▁oba | |
| - p | |
| - lo | |
| - gi | |
| - c | |
| - ▁aba | |
| - ro | |
| - nge | |
| - ▁nnyo | |
| - nga | |
| - ngi | |
| - j | |
| - ndi | |
| - me | |
| - genda | |
| - ▁te | |
| - ▁en | |
| - fu | |
| - we | |
| - ke | |
| - f | |
| - gu | |
| - beera | |
| - ni | |
| - d | |
| - mba | |
| - yi | |
| - so | |
| - sobola | |
| - nyi | |
| - kola | |
| - to | |
| - wu | |
| - mi | |
| - ▁bwe | |
| - ▁we | |
| - bo | |
| - ▁naye | |
| - nda | |
| - ▁aka | |
| - ▁ya | |
| - ▁kye | |
| - yina | |
| - bwa | |
| - ▁ate | |
| - ▁era | |
| - ▁ma | |
| - ntu | |
| - ▁s | |
| - h | |
| - ▁m | |
| - be | |
| - kya | |
| - ffe | |
| - yita | |
| - teeka | |
| - ▁bw | |
| - va | |
| - ▁zi | |
| - ne | |
| - gamba | |
| - go | |
| - ye | |
| - vu | |
| - biri | |
| - lwa | |
| - nna | |
| - ▁p | |
| - ▁ama | |
| - yinza | |
| - ▁ng | |
| - en | |
| - ▁ky | |
| - dd | |
| - gala | |
| - twa | |
| - lira | |
| - singa | |
| - su | |
| - ru | |
| - oku | |
| - dda | |
| - ▁kubanga | |
| - ana | |
| - funa | |
| - mwa | |
| - nja | |
| - badde | |
| - mwaanyi | |
| - mp | |
| - ▁to | |
| - ▁bulungi | |
| - ▁eddagala | |
| - ▁by | |
| - limi | |
| - ▁w | |
| - kuba | |
| - lina | |
| - ▁gye | |
| - nye | |
| - kwa | |
| - ▁li | |
| - ▁gu | |
| - ▁kya | |
| - nde | |
| - ▁eby | |
| - ▁okuba | |
| - mbe | |
| - ▁olu | |
| - ▁sente | |
| - ▁eri | |
| - lya | |
| - ▁buli | |
| - kozesa | |
| - ter | |
| - w | |
| - ▁y | |
| - ▁c | |
| - ▁emi | |
| - ▁kati | |
| - gimusa | |
| - ▁awo | |
| - mbi | |
| - ▁so | |
| - ▁si | |
| - simba | |
| - ▁gwe | |
| - ly | |
| - ▁d | |
| - v | |
| - ▁mwe | |
| - ngu | |
| - ▁bwo | |
| - koola | |
| - ▁ga | |
| - ▁ddala | |
| - ▁be | |
| - tunu | |
| - ▁okulaba | |
| - ngo | |
| - ▁ekyo | |
| - ▁mi | |
| - ▁co | |
| - manyi | |
| - sanga | |
| - mbu | |
| - ▁okwe | |
| - ▁gw | |
| - ▁gy | |
| - koze | |
| - gwa | |
| - ▁kwe | |
| - ▁bye | |
| - kwata | |
| - bwe | |
| - kulu | |
| - wuliriza | |
| - de | |
| - ▁lye | |
| - bye | |
| - ogera | |
| - ▁bbiri | |
| - tya | |
| - ndo | |
| - ▁no | |
| - ▁abalimi | |
| - gambye | |
| - ve | |
| - tegeeza | |
| - ▁olw | |
| - gya | |
| - di | |
| - ▁waliwo | |
| - ▁eky | |
| - tandika | |
| - ▁ddagala | |
| - buuza | |
| - emwanyi | |
| - ▁kaakati | |
| - mbo | |
| - tuufu | |
| - ▁wansi | |
| - ▁amazzi | |
| - nyu | |
| - ch | |
| - tundu | |
| - ▁kasooli | |
| - ▁lw | |
| - tuuka | |
| - sooka | |
| - ▁ssatu | |
| - tereka | |
| - ▁ettaka | |
| - ▁ttaka | |
| - kiseera | |
| - ▁byona | |
| - ▁ensigo | |
| - ▁nnimiro | |
| - leeta | |
| - ▁kw | |
| - ▁kkumi | |
| - taano | |
| - kungula | |
| - etaaga | |
| - ▁musanvu | |
| - ▁okw | |
| - ▁obulungi | |
| - ▁then | |
| - ▁ttaano | |
| - emmwanyi | |
| - ▁program | |
| - ▁obulwadde | |
| - ▁ogw | |
| - ▁ndowooza | |
| - ▁season | |
| - x | |
| - q | |
| - <sos/eos> | |
| init: xavier_uniform | |
| input_size: null | |
| ctc_conf: | |
| dropout_rate: 0.0 | |
| ctc_type: builtin | |
| reduce: true | |
| ignore_nan_grad: null | |
| zero_infinity: true | |
| brctc_risk_strategy: exp | |
| brctc_group_strategy: end | |
| brctc_risk_factor: 0.0 | |
| joint_net_conf: null | |
| use_preprocessor: true | |
| use_lang_prompt: false | |
| use_nlp_prompt: false | |
| token_type: bpe | |
| bpemodel: data/en_token_list/bpe_unigram300/bpe.model | |
| non_linguistic_symbols: null | |
| cleaner: null | |
| g2p: null | |
| speech_volume_normalize: null | |
| rir_scp: null | |
| rir_apply_prob: 1.0 | |
| noise_scp: null | |
| noise_apply_prob: 1.0 | |
| noise_db_range: '13_15' | |
| short_noise_thres: 0.5 | |
| aux_ctc_tasks: [] | |
| frontend: default | |
| frontend_conf: | |
| fs: 16k | |
| specaug: specaug | |
| specaug_conf: | |
| apply_time_warp: true | |
| time_warp_window: 5 | |
| time_warp_mode: bicubic | |
| apply_freq_mask: true | |
| freq_mask_width_range: | |
| - 0 | |
| - 30 | |
| num_freq_mask: 2 | |
| apply_time_mask: true | |
| time_mask_width_range: | |
| - 0 | |
| - 40 | |
| num_time_mask: 2 | |
| normalize: global_mvn | |
| normalize_conf: | |
| stats_file: exp/asr_stats_raw_en_bpe300_sp/train/feats_stats.npz | |
| model: espnet | |
| model_conf: | |
| ctc_weight: 0.3 | |
| lsm_weight: 0.1 | |
| length_normalized_loss: false | |
| preencoder: null | |
| preencoder_conf: {} | |
| encoder: transformer | |
| encoder_conf: | |
| output_size: 256 | |
| attention_heads: 4 | |
| linear_units: 1024 | |
| num_blocks: 12 | |
| dropout_rate: 0.1 | |
| positional_dropout_rate: 0.1 | |
| attention_dropout_rate: 0.1 | |
| input_layer: conv2d | |
| normalize_before: true | |
| postencoder: null | |
| postencoder_conf: {} | |
| decoder: transformer | |
| decoder_conf: | |
| attention_heads: 4 | |
| linear_units: 1024 | |
| num_blocks: 6 | |
| dropout_rate: 0.1 | |
| positional_dropout_rate: 0.1 | |
| self_attention_dropout_rate: 0.1 | |
| src_attention_dropout_rate: 0.1 | |
| preprocessor: default | |
| preprocessor_conf: {} | |
| required: | |
| - output_dir | |
| - token_list | |
| version: '202402' | |
| distributed: false | |