| config: conf/tuning/train_ssl_espnethubert_ebf_ce_large_p3.yaml |
| print_config: false |
| log_level: INFO |
| drop_last_iter: true |
| dry_run: false |
| iterator_type: sequence |
| valid_iterator_type: null |
| output_dir: exp_900k/hubert_iter2_train_ssl_espnethubert_ebf_ce_large_p3_raw |
| ngpu: 1 |
| seed: 1 |
| num_workers: 4 |
| num_att_plot: 0 |
| dist_backend: nccl |
| dist_init_method: env:// |
| dist_world_size: 4 |
| dist_rank: 0 |
| local_rank: 0 |
| dist_master_addr: localhost |
| dist_master_port: 38545 |
| dist_launcher: null |
| multiprocessing_distributed: true |
| unused_parameters: false |
| sharded_ddp: false |
| static_graph: true |
| gradient_as_bucket_view: true |
| broadcast_buffers: false |
| bucket_cap_mb: 10 |
| compress_gradients: true |
| cudnn_enabled: true |
| cudnn_benchmark: false |
| cudnn_deterministic: false |
| collect_stats: false |
| write_collected_feats: false |
| max_epoch: 38 |
| patience: null |
| val_scheduler_criterion: |
| - valid |
| - loss |
| early_stopping_criterion: |
| - valid |
| - loss |
| - min |
| best_model_criterion: |
| - - valid |
| - hubert_losses_m_18 |
| - min |
| keep_nbest_models: 5 |
| nbest_averaging_interval: 0 |
| grad_clip: 10.0 |
| grad_clip_type: 2.0 |
| grad_noise: false |
| accum_grad: 1 |
| no_forward_run: false |
| resume: true |
| train_dtype: float32 |
| use_amp: true |
| log_interval: null |
| use_matplotlib: true |
| use_tensorboard: false |
| 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: 20 |
| valid_batch_size: null |
| batch_bins: 1600000 |
| valid_batch_bins: null |
| train_shape_file: |
| - exp_900k/hubert_iter2_stats_raw/splits200/speech_shape |
| valid_shape_file: |
| - exp_900k/hubert_iter2_stats_raw/valid/speech_shape |
| batch_type: grouped |
| valid_batch_type: null |
| fold_length: |
| - 80000 |
| - 400 |
| sort_in_batch: descending |
| shuffle_within_batch: false |
| sort_batch: descending |
| multiple_iterator: true |
| validate_each_iter_factory: true |
| 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: |
| - - exp_900k/hubert_iter2_stats_raw/splits200/wav.scp |
| - speech |
| - kaldi_ark |
| - - exp_900k/hubert_iter2_stats_raw/splits200/text |
| - text |
| - text |
| valid_data_path_and_name_and_type: |
| - - dump/raw/de_cp_dev/wav.scp |
| - speech |
| - kaldi_ark |
| - - dump/raw/de_cp_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: 0.0003 |
| scheduler: warmuplr |
| scheduler_conf: |
| warmup_steps: 32000 |
| token_list: |
| - '0' |
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| - '838' |
| - '839' |
| - '840' |
| - '841' |
| - '842' |
| - '843' |
| - '844' |
| - '845' |
| - '846' |
| - '847' |
| - '848' |
| - '849' |
| - '850' |
| - '851' |
| - '852' |
| - '853' |
| - '854' |
| - '855' |
| - '856' |
| - '857' |
| - '858' |
| - '859' |
| - '860' |
| - '861' |
| - '862' |
| - '863' |
| - '864' |
| - '865' |
| - '866' |
| - '867' |
| - '868' |
| - '869' |
| - '870' |
| - '871' |
| - '872' |
| - '873' |
| - '874' |
| - '875' |
| - '876' |
| - '877' |
| - '878' |
| - '879' |
| - '880' |
| - '881' |
| - '882' |
| - '883' |
| - '884' |
| - '885' |
| - '886' |
| - '887' |
| - '888' |
| - '889' |
| - '890' |
| - '891' |
| - '892' |
| - '893' |
| - '894' |
| - '895' |
| - '896' |
| - '897' |
| - '898' |
| - '899' |
| - '900' |
| - '901' |
| - '902' |
| - '903' |
| - '904' |
| - '905' |
| - '906' |
| - '907' |
| - '908' |
| - '909' |
| - '910' |
| - '911' |
| - '912' |
| - '913' |
| - '914' |
| - '915' |
| - '916' |
| - '917' |
| - '918' |
| - '919' |
| - '920' |
| - '921' |
| - '922' |
| - '923' |
| - '924' |
| - '925' |
| - '926' |
| - '927' |
| - '928' |
| - '929' |
| - '930' |
| - '931' |
| - '932' |
| - '933' |
| - '934' |
| - '935' |
| - '936' |
| - '937' |
| - '938' |
| - '939' |
| - '940' |
| - '941' |
| - '942' |
| - '943' |
| - '944' |
| - '945' |
| - '946' |
| - '947' |
| - '948' |
| - '949' |
| - '950' |
| - '951' |
| - '952' |
| - '953' |
| - '954' |
| - '955' |
| - '956' |
| - '957' |
| - '958' |
| - '959' |
| - '960' |
| - '961' |
| - '962' |
| - '963' |
| - '964' |
| - '965' |
| - '966' |
| - '967' |
| - '968' |
| - '969' |
| - '970' |
| - '971' |
| - '972' |
| - '973' |
| - '974' |
| - '975' |
| - '976' |
| - '977' |
| - '978' |
| - '979' |
| - '980' |
| - '981' |
| - '982' |
| - '983' |
| - '984' |
| - '985' |
| - '986' |
| - '987' |
| - '988' |
| - '989' |
| - '990' |
| - '991' |
| - '992' |
| - '993' |
| - '994' |
| - '995' |
| - '996' |
| - '997' |
| - '998' |
| - '999' |
| - '1000' |
| - '1001' |
| - '1002' |
| - '1003' |
| - '1004' |
| - '1005' |
| - '1006' |
| - '1007' |
| - '1008' |
| - '1009' |
| - '1010' |
| - '1011' |
| - '1012' |
| - '1013' |
| - '1014' |
| - '1015' |
| - '1016' |
| - '1017' |
| - '1018' |
| - '1019' |
| - '1020' |
| - '1021' |
| - '1022' |
| - '1023' |
| - '1024' |
| - '1025' |
| - '1026' |
| - '1027' |
| - '1028' |
| - '1029' |
| - '1030' |
| - '1031' |
| - '1032' |
| - '1033' |
| - '1034' |
| - '1035' |
| - '1036' |
| - '1037' |
| - '1038' |
| - '1039' |
| - '1040' |
| - '1041' |
| - '1042' |
| - '1043' |
| - '1044' |
| - '1045' |
| - '1046' |
| - '1047' |
| - '1048' |
| - '1049' |
| - '1050' |
| - '1051' |
| - '1052' |
| - '1053' |
| - '1054' |
| - '1055' |
| - '1056' |
| - '1057' |
| - '1058' |
| - '1059' |
| - '1060' |
| - '1061' |
| - '1062' |
| - '1063' |
| - '1064' |
| - '1065' |
| - '1066' |
| - '1067' |
| - '1068' |
| - '1069' |
| - '1070' |
| - '1071' |
| - '1072' |
| - '1073' |
| - '1074' |
| - '1075' |
| - '1076' |
| - '1077' |
| - '1078' |
| - '1079' |
| - '1080' |
| - '1081' |
| - '1082' |
| - '1083' |
| - '1084' |
| - '1085' |
| - '1086' |
| - '1087' |
| - '1088' |
| - '1089' |
| - '1090' |
| - '1091' |
| - '1092' |
| - '1093' |
| - '1094' |
| - '1095' |
| - '1096' |
| - '1097' |
| - '1098' |
| - '1099' |
| - '1100' |
| - '1101' |
| - '1102' |
| - '1103' |
| - '1104' |
| - '1105' |
| - '1106' |
| - '1107' |
| - '1108' |
| - '1109' |
| - '1110' |
| - '1111' |
| - '1112' |
| - '1113' |
| - '1114' |
| - '1115' |
| - '1116' |
| - '1117' |
| - '1118' |
| - '1119' |
| - '1120' |
| - '1121' |
| - '1122' |
| - '1123' |
| - '1124' |
| - '1125' |
| - '1126' |
| - '1127' |
| - '1128' |
| - '1129' |
| - '1130' |
| - '1131' |
| - '1132' |
| - '1133' |
| - '1134' |
| - '1135' |
| - '1136' |
| - '1137' |
| - '1138' |
| - '1139' |
| - '1140' |
| - '1141' |
| - '1142' |
| - '1143' |
| - '1144' |
| - '1145' |
| - '1146' |
| - '1147' |
| - '1148' |
| - '1149' |
| - '1150' |
| - '1151' |
| - '1152' |
| - '1153' |
| - '1154' |
| - '1155' |
| - '1156' |
| - '1157' |
| - '1158' |
| - '1159' |
| - '1160' |
| - '1161' |
| - '1162' |
| - '1163' |
| - '1164' |
| - '1165' |
| - '1166' |
| - '1167' |
| - '1168' |
| - '1169' |
| - '1170' |
| - '1171' |
| - '1172' |
| - '1173' |
| - '1174' |
| - '1175' |
| - '1176' |
| - '1177' |
| - '1178' |
| - '1179' |
| - '1180' |
| - '1181' |
| - '1182' |
| - '1183' |
| - '1184' |
| - '1185' |
| - '1186' |
| - '1187' |
| - '1188' |
| - '1189' |
| - '1190' |
| - '1191' |
| - '1192' |
| - '1193' |
| - '1194' |
| - '1195' |
| - '1196' |
| - '1197' |
| - '1198' |
| - '1199' |
| - '1200' |
| - '1201' |
| - '1202' |
| - '1203' |
| - '1204' |
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| - '1206' |
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| - '1228' |
| - '1229' |
| - '1230' |
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| - '1232' |
| - '1233' |
| - '1234' |
| - '1235' |
| - '1236' |
| - '1237' |
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| - '1239' |
| - '1240' |
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| - '1246' |
| - '1247' |
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| - '1250' |
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| - '1253' |
| - '1254' |
| - '1255' |
| - '1256' |
| - '1257' |
| - '1258' |
| - '1259' |
| - '1260' |
| - '1261' |
| - '1262' |
| - '1263' |
| - '1264' |
| - '1265' |
| - '1266' |
| - '1267' |
| - '1268' |
| - '1269' |
| - '1270' |
| - '1271' |
| - '1272' |
| - '1273' |
| - '1274' |
| - '1275' |
| - '1276' |
| - '1277' |
| - '1278' |
| - '1279' |
| - '1280' |
| - '1281' |
| - '1282' |
| - '1283' |
| - '1284' |
| - '1285' |
| - '1286' |
| - '1287' |
| - '1288' |
| - '1289' |
| - '1290' |
| - '1291' |
| - '1292' |
| - '1293' |
| - '1294' |
| - '1295' |
| - '1296' |
| - '1297' |
| - '1298' |
| - '1299' |
| - '1300' |
| - '1301' |
| - '1302' |
| - '1303' |
| - '1304' |
| - '1305' |
| - '1306' |
| - '1307' |
| - '1308' |
| - '1309' |
| - '1310' |
| - '1311' |
| - '1312' |
| - '1313' |
| - '1314' |
| - '1315' |
| - '1316' |
| - '1317' |
| - '1318' |
| - '1319' |
| - '1320' |
| - '1321' |
| - '1322' |
| - '1323' |
| - '1324' |
| - '1325' |
| - '1326' |
| - '1327' |
| - '1328' |
| - '1329' |
| - '1330' |
| - '1331' |
| - '1332' |
| - '1333' |
| - '1334' |
| - '1335' |
| - '1336' |
| - '1337' |
| - '1338' |
| - '1339' |
| - '1340' |
| - '1341' |
| - '1342' |
| - '1343' |
| - '1344' |
| - '1345' |
| - '1346' |
| - '1347' |
| - '1348' |
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| - '1350' |
| - '1351' |
| - '1352' |
| - '1353' |
| - '1354' |
| - '1355' |
| - '1356' |
| - '1357' |
| - '1358' |
| - '1359' |
| - '1360' |
| - '1361' |
| - '1362' |
| - '1363' |
| - '1364' |
| - '1365' |
| - '1366' |
| - '1367' |
| - '1368' |
| - '1369' |
| - '1370' |
| - '1371' |
| - '1372' |
| - '1373' |
| - '1374' |
| - '1375' |
| - '1376' |
| - '1377' |
| - '1378' |
| - '1379' |
| - '1380' |
| - '1381' |
| - '1382' |
| - '1383' |
| - '1384' |
| - '1385' |
| - '1386' |
| - '1387' |
| - '1388' |
| - '1389' |
| - '1390' |
| - '1391' |
| - '1392' |
| - '1393' |
| - '1394' |
| - '1395' |
| - '1396' |
| - '1397' |
| - '1398' |
| - '1399' |
| - '1400' |
| - '1401' |
| - '1402' |
| - '1403' |
| - '1404' |
| - '1405' |
| - '1406' |
| - '1407' |
| - '1408' |
| - '1409' |
| - '1410' |
| - '1411' |
| - '1412' |
| - '1413' |
| - '1414' |
| - '1415' |
| - '1416' |
| - '1417' |
| - '1418' |
| - '1419' |
| - '1420' |
| - '1421' |
| - '1422' |
| - '1423' |
| - '1424' |
| - '1425' |
| - '1426' |
| - '1427' |
| - '1428' |
| - '1429' |
| - '1430' |
| - '1431' |
| - '1432' |
| - '1433' |
| - '1434' |
| - '1435' |
| - '1436' |
| - '1437' |
| - '1438' |
| - '1439' |
| - '1440' |
| - '1441' |
| - '1442' |
| - '1443' |
| - '1444' |
| - '1445' |
| - '1446' |
| - '1447' |
| - '1448' |
| - '1449' |
| - '1450' |
| - '1451' |
| - '1452' |
| - '1453' |
| - '1454' |
| - '1455' |
| - '1456' |
| - '1457' |
| - '1458' |
| - '1459' |
| - '1460' |
| - '1461' |
| - '1462' |
| - '1463' |
| - '1464' |
| - '1465' |
| - '1466' |
| - '1467' |
| - '1468' |
| - '1469' |
| - '1470' |
| - '1471' |
| - '1472' |
| - '1473' |
| - '1474' |
| - '1475' |
| - '1476' |
| - '1477' |
| - '1478' |
| - '1479' |
| - '1480' |
| - '1481' |
| - '1482' |
| - '1483' |
| - '1484' |
| - '1485' |
| - '1486' |
| - '1487' |
| - '1488' |
| - '1489' |
| - '1490' |
| - '1491' |
| - '1492' |
| - '1493' |
| - '1494' |
| - '1495' |
| - '1496' |
| - '1497' |
| - '1498' |
| - '1499' |
| - '1500' |
| - '1501' |
| - '1502' |
| - '1503' |
| - '1504' |
| - '1505' |
| - '1506' |
| - '1507' |
| - '1508' |
| - '1509' |
| - '1510' |
| - '1511' |
| - '1512' |
| - '1513' |
| - '1514' |
| - '1515' |
| - '1516' |
| - '1517' |
| - '1518' |
| - '1519' |
| - '1520' |
| - '1521' |
| - '1522' |
| - '1523' |
| - '1524' |
| - '1525' |
| - '1526' |
| - '1527' |
| - '1528' |
| - '1529' |
| - '1530' |
| - '1531' |
| - '1532' |
| - '1533' |
| - '1534' |
| - '1535' |
| - '1536' |
| - '1537' |
| - '1538' |
| - '1539' |
| - '1540' |
| - '1541' |
| - '1542' |
| - '1543' |
| - '1544' |
| - '1545' |
| - '1546' |
| - '1547' |
| - '1548' |
| - '1549' |
| - '1550' |
| - '1551' |
| - '1552' |
| - '1553' |
| - '1554' |
| - '1555' |
| - '1556' |
| - '1557' |
| - '1558' |
| - '1559' |
| - '1560' |
| - '1561' |
| - '1562' |
| - '1563' |
| - '1564' |
| - '1565' |
| - '1566' |
| - '1567' |
| - '1568' |
| - '1569' |
| - '1570' |
| - '1571' |
| - '1572' |
| - '1573' |
| - '1574' |
| - '1575' |
| - '1576' |
| - '1577' |
| - '1578' |
| - '1579' |
| - '1580' |
| - '1581' |
| - '1582' |
| - '1583' |
| - '1584' |
| - '1585' |
| - '1586' |
| - '1587' |
| - '1588' |
| - '1589' |
| - '1590' |
| - '1591' |
| - '1592' |
| - '1593' |
| - '1594' |
| - '1595' |
| - '1596' |
| - '1597' |
| - '1598' |
| - '1599' |
| - '1600' |
| - '1601' |
| - '1602' |
| - '1603' |
| - '1604' |
| - '1605' |
| - '1606' |
| - '1607' |
| - '1608' |
| - '1609' |
| - '1610' |
| - '1611' |
| - '1612' |
| - '1613' |
| - '1614' |
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| - '1625' |
| - '1626' |
| - '1627' |
| - '1628' |
| - '1629' |
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| - '1635' |
| - '1636' |
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| - '1638' |
| - '1639' |
| - '1640' |
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| - '1642' |
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| - '1648' |
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| - '1650' |
| - '1651' |
| - '1652' |
| - '1653' |
| - '1654' |
| - '1655' |
| - '1656' |
| - '1657' |
| - '1658' |
| - '1659' |
| - '1660' |
| - '1661' |
| - '1662' |
| - '1663' |
| - '1664' |
| - '1665' |
| - '1666' |
| - '1667' |
| - '1668' |
| - '1669' |
| - '1670' |
| - '1671' |
| - '1672' |
| - '1673' |
| - '1674' |
| - '1675' |
| - '1676' |
| - '1677' |
| - '1678' |
| - '1679' |
| - '1680' |
| - '1681' |
| - '1682' |
| - '1683' |
| - '1684' |
| - '1685' |
| - '1686' |
| - '1687' |
| - '1688' |
| - '1689' |
| - '1690' |
| - '1691' |
| - '1692' |
| - '1693' |
| - '1694' |
| - '1695' |
| - '1696' |
| - '1697' |
| - '1698' |
| - '1699' |
| - '1700' |
| - '1701' |
| - '1702' |
| - '1703' |
| - '1704' |
| - '1705' |
| - '1706' |
| - '1707' |
| - '1708' |
| - '1709' |
| - '1710' |
| - '1711' |
| - '1712' |
| - '1713' |
| - '1714' |
| - '1715' |
| - '1716' |
| - '1717' |
| - '1718' |
| - '1719' |
| - '1720' |
| - '1721' |
| - '1722' |
| - '1723' |
| - '1724' |
| - '1725' |
| - '1726' |
| - '1727' |
| - '1728' |
| - '1729' |
| - '1730' |
| - '1731' |
| - '1732' |
| - '1733' |
| - '1734' |
| - '1735' |
| - '1736' |
| - '1737' |
| - '1738' |
| - '1739' |
| - '1740' |
| - '1741' |
| - '1742' |
| - '1743' |
| - '1744' |
| - '1745' |
| - '1746' |
| - '1747' |
| - '1748' |
| - '1749' |
| - '1750' |
| - '1751' |
| - '1752' |
| - '1753' |
| - '1754' |
| - '1755' |
| - '1756' |
| - '1757' |
| - '1758' |
| - '1759' |
| - '1760' |
| - '1761' |
| - '1762' |
| - '1763' |
| - '1764' |
| - '1765' |
| - '1766' |
| - '1767' |
| - '1768' |
| - '1769' |
| - '1770' |
| - '1771' |
| - '1772' |
| - '1773' |
| - '1774' |
| - '1775' |
| - '1776' |
| - '1777' |
| - '1778' |
| - '1779' |
| - '1780' |
| - '1781' |
| - '1782' |
| - '1783' |
| - '1784' |
| - '1785' |
| - '1786' |
| - '1787' |
| - '1788' |
| - '1789' |
| - '1790' |
| - '1791' |
| - '1792' |
| - '1793' |
| - '1794' |
| - '1795' |
| - '1796' |
| - '1797' |
| - '1798' |
| - '1799' |
| - '1800' |
| - '1801' |
| - '1802' |
| - '1803' |
| - '1804' |
| - '1805' |
| - '1806' |
| - '1807' |
| - '1808' |
| - '1809' |
| - '1810' |
| - '1811' |
| - '1812' |
| - '1813' |
| - '1814' |
| - '1815' |
| - '1816' |
| - '1817' |
| - '1818' |
| - '1819' |
| - '1820' |
| - '1821' |
| - '1822' |
| - '1823' |
| - '1824' |
| - '1825' |
| - '1826' |
| - '1827' |
| - '1828' |
| - '1829' |
| - '1830' |
| - '1831' |
| - '1832' |
| - '1833' |
| - '1834' |
| - '1835' |
| - '1836' |
| - '1837' |
| - '1838' |
| - '1839' |
| - '1840' |
| - '1841' |
| - '1842' |
| - '1843' |
| - '1844' |
| - '1845' |
| - '1846' |
| - '1847' |
| - '1848' |
| - '1849' |
| - '1850' |
| - '1851' |
| - '1852' |
| - '1853' |
| - '1854' |
| - '1855' |
| - '1856' |
| - '1857' |
| - '1858' |
| - '1859' |
| - '1860' |
| - '1861' |
| - '1862' |
| - '1863' |
| - '1864' |
| - '1865' |
| - '1866' |
| - '1867' |
| - '1868' |
| - '1869' |
| - '1870' |
| - '1871' |
| - '1872' |
| - '1873' |
| - '1874' |
| - '1875' |
| - '1876' |
| - '1877' |
| - '1878' |
| - '1879' |
| - '1880' |
| - '1881' |
| - '1882' |
| - '1883' |
| - '1884' |
| - '1885' |
| - '1886' |
| - '1887' |
| - '1888' |
| - '1889' |
| - '1890' |
| - '1891' |
| - '1892' |
| - '1893' |
| - '1894' |
| - '1895' |
| - '1896' |
| - '1897' |
| - '1898' |
| - '1899' |
| - '1900' |
| - '1901' |
| - '1902' |
| - '1903' |
| - '1904' |
| - '1905' |
| - '1906' |
| - '1907' |
| - '1908' |
| - '1909' |
| - '1910' |
| - '1911' |
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| - '1913' |
| - '1914' |
| - '1915' |
| - '1916' |
| - '1917' |
| - '1918' |
| - '1919' |
| - '1920' |
| - '1921' |
| - '1922' |
| - '1923' |
| - '1924' |
| - '1925' |
| - '1926' |
| - '1927' |
| - '1928' |
| - '1929' |
| - '1930' |
| - '1931' |
| - '1932' |
| - '1933' |
| - '1934' |
| - '1935' |
| - '1936' |
| - '1937' |
| - '1938' |
| - '1939' |
| - '1940' |
| - '1941' |
| - '1942' |
| - '1943' |
| - '1944' |
| - '1945' |
| - '1946' |
| - '1947' |
| - '1948' |
| - '1949' |
| - '1950' |
| - '1951' |
| - '1952' |
| - '1953' |
| - '1954' |
| - '1955' |
| - '1956' |
| - '1957' |
| - '1958' |
| - '1959' |
| - '1960' |
| - '1961' |
| - '1962' |
| - '1963' |
| - '1964' |
| - '1965' |
| - '1966' |
| - '1967' |
| - '1968' |
| - '1969' |
| - '1970' |
| - '1971' |
| - '1972' |
| - '1973' |
| - '1974' |
| - '1975' |
| - '1976' |
| - '1977' |
| - '1978' |
| - '1979' |
| - '1980' |
| - '1981' |
| - '1982' |
| - '1983' |
| - '1984' |
| - '1985' |
| - '1986' |
| - '1987' |
| - '1988' |
| - '1989' |
| - '1990' |
| - '1991' |
| - '1992' |
| - '1993' |
| - '1994' |
| - '1995' |
| - '1996' |
| - '1997' |
| - '1998' |
| - '1999' |
| - '2000' |
| - '2001' |
| - '2002' |
| - '2003' |
| - '2004' |
| - '2005' |
| - '2006' |
| - '2007' |
| - '2008' |
| - '2009' |
| - '2010' |
| - '2011' |
| - '2012' |
| - '2013' |
| - '2014' |
| - '2015' |
| - '2016' |
| - '2017' |
| - '2018' |
| - '2019' |
| - '2020' |
| - '2021' |
| - '2022' |
| - '2023' |
| - '2024' |
| - '2025' |
| - '2026' |
| - '2027' |
| - '2028' |
| - '2029' |
| - '2030' |
| - '2031' |
| - '2032' |
| - '2033' |
| - '2034' |
| - '2035' |
| - '2036' |
| - '2037' |
| - '2038' |
| - '2039' |
| - '2040' |
| - '2041' |
| - '2042' |
| - '2043' |
| - '2044' |
| - '2045' |
| - '2046' |
| - '2047' |
| - <unk> |
| - <sos/eos> |
| init: xavier_uniform |
| collate_fn_conf: |
| label_downsampling: 1 |
| pad: false |
| rand_crop: true |
| crop_audio: true |
| mix_speech: true |
| noise_apply_prob: 0.2 |
| dynamic_mixing_prob: 0.5 |
| reverb_speech: true |
| rir_apply_prob: 0.3 |
| input_size: null |
| num_classes: 2048 |
| use_preprocessor: true |
| token_type: word |
| bpemodel: null |
| 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' |
| pred_masked_weight: 1.0 |
| pred_nomask_weight: 0.0 |
| loss_weights: 0.0 |
| frontend: wav2vec_cnn |
| frontend_conf: |
| norm_mode: layer_norm |
| conv_mode: standard |
| bias: true |
| normalize_audio: true |
| fs: 16k |
| specaug: null |
| specaug_conf: {} |
| normalize: null |
| normalize_conf: {} |
| preencoder: linear |
| preencoder_conf: |
| output_size: 1024 |
| encoder: e_branchformer |
| encoder_conf: |
| output_size: 1024 |
| attention_heads: 8 |
| attention_layer_type: selfattn |
| pos_enc_layer_type: conv |
| rel_pos_type: latest |
| cgmlp_linear_units: 4096 |
| cgmlp_conv_kernel: 31 |
| use_linear_after_conv: false |
| gate_activation: identity |
| num_blocks: 19 |
| dropout_rate: 0.1 |
| positional_dropout_rate: 0.1 |
| attention_dropout_rate: 0.1 |
| input_layer: wav2vec |
| layer_drop_rate: 0.0 |
| linear_units: 4096 |
| positionwise_layer_type: linear |
| macaron_ffn: true |
| use_ffn: true |
| merge_conv_kernel: 31 |
| use_flash_attn: false |
| activation_ckpt: true |
| model: espnet |
| model_conf: |
| feature_grad_mult: 0.1 |
| masker: hubert |
| masker_conf: |
| mask_prob: 0.8 |
| mask_selection: uniform |
| mask_other: 0.0 |
| mask_length: 10 |
| no_mask_overlap: false |
| mask_min_space: 1 |
| mask_channel_prob: 0.0 |
| mask_channel_selection: static |
| mask_channel_other: 0.0 |
| mask_channel_length: 10 |
| no_mask_channel_overlap: false |
| mask_channel_min_space: 0 |
| loss: hubert_ce |
| loss_conf: |
| num_classes: 2048 |
| final_dim: 768 |
| layers: |
| - 18 |
| layer_weights: |
| - 1.0 |
| required: |
| - output_dir |
| - token_list |
| version: '202402' |
| distributed: true |
|
|
