w2v2-b

79.2% passed tests (350 passed / 92 failed).

Tests overview

Topic	Passed Tests
Correctness consistency	46.8%
Correctness distribution	33.3%
Correctness regression	0.0%
Correctness speaker average	100.0%
Correctness speaker ranking	0.0%
Fairness accent	98.7%
Fairness language	75.0%
Fairness linguistic sentiment	89.6%
Fairness pitch	100.0%
Fairness sex	100.0%
Robustness background noise	29.2%
Robustness low quality phone	0.0%
Robustness recording condition	0.0%
Robustness simulated recording condition	0.0%
Robustness small changes	75.0%
Robustness spectral tilt	75.0%

Model parameters

Entry	Value
data	msp-2.4.0
model	facebook/wav2vec2-base
sampling_rate	16000

Model information

Entry	Value
Author	jwagner
Date	2022-01-05
Name	onnx
Subgroup	ser.dimensions.wav2vec2
Version	1.1.0
Config	{‘return_dict’: True, ‘output_hidden_states’: False, ‘output_attentions’: False, ‘torchscript’: False, ‘torch_dtype’: ‘float32’, ‘use_bfloat16’: False, ‘pruned_heads’: {}, ‘tie_word_embeddings’: True, ‘is_encoder_decoder’: False, ‘is_decoder’: False, ‘cross_attention_hidden_size’: None, ‘add_cross_attention’: False, ‘tie_encoder_decoder’: False, ‘max_length’: 20, ‘min_length’: 0, ‘do_sample’: False, ‘early_stopping’: False, ‘num_beams’: 1, ‘num_beam_groups’: 1, ‘diversity_penalty’: 0.0, ‘temperature’: 1.0, ‘top_k’: 50, ‘top_p’: 1.0, ‘repetition_penalty’: 1.0, ‘length_penalty’: 1.0, ‘no_repeat_ngram_size’: 0, ‘encoder_no_repeat_ngram_size’: 0, ‘bad_words_ids’: None, ‘num_return_sequences’: 1, ‘chunk_size_feed_forward’: 0, ‘output_scores’: False, ‘return_dict_in_generate’: False, ‘forced_bos_token_id’: None, ‘forced_eos_token_id’: None, ‘remove_invalid_values’: False, ‘architectures’: [‘Wav2Vec2ForSpeechClassification’], ‘finetuning_task’: ‘wav2vec2_reg’, ‘id2label’: {0: ‘LABEL_0’, 1: ‘LABEL_1’, 2: ‘LABEL_2’}, ‘label2id’: {‘LABEL_0’: 0, ‘LABEL_1’: 1, ‘LABEL_2’: 2}, ‘tokenizer_class’: None, ‘prefix’: None, ‘bos_token_id’: 1, ‘pad_token_id’: 0, ‘eos_token_id’: 2, ‘sep_token_id’: None, ‘decoder_start_token_id’: None, ‘task_specific_params’: None, ‘problem_type’: ‘regression’, ‘_name_or_path’: ‘/scratch/jwagner/git/transformers/wav2vec/30_adv_wav2vec2-base_msp/model/adv/checkpoint-5000’, ‘transformers_version’: ‘4.13.0.dev0’, ‘freeze_feat_extract_train’: True, ‘mask_channel_length’: 10, ‘mask_channel_min_space’: 1, ‘mask_channel_other’: 0.0, ‘mask_channel_prob’: 0.0, ‘mask_channel_selection’: ‘static’, ‘mask_time_min_space’: 1, ‘mask_time_other’: 0.0, ‘mask_time_selection’: ‘static’, ‘model_type’: ‘wav2vec2’, ‘no_mask_channel_overlap’: False, ‘no_mask_time_overlap’: False, ‘num_feat_extract_layers’: 7, ‘pooling_mode’: ‘mean’, ‘hidden_size’: 768, ‘feat_extract_norm’: ‘group’, ‘feat_extract_activation’: ‘gelu’, ‘conv_dim’: [512, 512, 512, 512, 512, 512, 512], ‘conv_stride’: [5, 2, 2, 2, 2, 2, 2], ‘conv_kernel’: [10, 3, 3, 3, 3, 2, 2], ‘conv_bias’: False, ‘num_conv_pos_embeddings’: 128, ‘num_conv_pos_embedding_groups’: 16, ‘num_hidden_layers’: 12, ‘intermediate_size’: 3072, ‘hidden_act’: ‘gelu’, ‘num_attention_heads’: 12, ‘hidden_dropout’: 0.1, ‘attention_dropout’: 0.1, ‘activation_dropout’: 0.0, ‘feat_proj_dropout’: 0.1, ‘final_dropout’: 0.0, ‘layerdrop’: 0.05, ‘layer_norm_eps’: 1e-05, ‘initializer_range’: 0.02, ‘vocab_size’: 32, ‘do_stable_layer_norm’: False, ‘use_weighted_layer_sum’: False, ‘classifier_proj_size’: 256, ‘apply_spec_augment’: True, ‘mask_time_prob’: 0.05, ‘mask_time_length’: 10, ‘mask_time_min_masks’: 2, ‘mask_feature_prob’: 0.0, ‘mask_feature_length’: 10, ‘mask_feature_min_masks’: 0, ‘num_codevectors_per_group’: 320, ‘num_codevector_groups’: 2, ‘contrastive_logits_temperature’: 0.1, ‘feat_quantizer_dropout’: 0.0, ‘num_negatives’: 100, ‘codevector_dim’: 256, ‘proj_codevector_dim’: 256, ‘diversity_loss_weight’: 0.1, ‘ctc_loss_reduction’: ‘sum’, ‘ctc_zero_infinity’: False, ‘add_adapter’: False, ‘adapter_kernel_size’: 3, ‘adapter_stride’: 2, ‘num_adapter_layers’: 3, ‘output_hidden_size’: 768}
Sample	{‘emodb’: {‘flavor’: {‘bit_depth’: None, ‘channels’: None, ‘format’: ‘wav’, ‘mixdown’: True, ‘sampling_rate’: 16000}, ‘data’: {‘wav/03a01Fa.wav’: {‘hidden_states’: [[-0.02259642258286476, -0.0009849510388448834, 0.003386586904525757, 0.0037983388174325228, 0.03447210416197777, -0.041781947016716, 0.05269694700837135, 0.001793747884221375, 0.0011869793524965644, 0.015583337284624577, -0.021791843697428703, -0.011579606682062149, -0.006669294089078903, -0.01723432168364525, 0.007902801036834717, -0.025684963911771774, 0.003877136157825589, 0.013787269592285156, -0.030445683747529984, -0.013608892448246479, 0.007433327846229076, 0.0005307458341121674, 0.2646874785423279, 0.06344013661146164, 0.128499835729599, -0.012145533226430416, 0.028718475252389908, 0.010292784310877323, 0.00998451467603445, 0.0018566427752375603, 0.0012772481422871351, -0.016031069681048393, -0.01662990264594555, -0.02365061454474926, -0.04524747654795647, -0.04895027354359627, 0.00884353555738926, -0.01000954583287239, -0.016928236931562424, -0.011940821073949337, -0.020681126043200493, 0.04981858655810356, -0.012054584920406342, -0.06923970580101013, -0.08536090701818466, 0.17495670914649963, -0.03420943394303322, 0.017184803262352943, -0.000495711516123265, -0.026994846761226654, -0.0014434234471991658, 0.0003649224527180195, -0.015948275104165077, 0.0018089116783812642, 0.006408369168639183, 0.003550637047737837, 0.00032087875297293067, -0.08632507175207138, 0.018399236723780632, -0.022189458832144737, -0.06505516916513443, -0.0037184555549174547, -0.013491537421941757, 0.016084467992186546, 0.03635874018073082, 0.006208626087754965, -0.07620282471179962, -0.057620082050561905, -0.023283042013645172, 0.0401456393301487, -0.010484607890248299, 0.06993481516838074, -0.019004613161087036, 0.03554249554872513, -0.011261362582445145, -0.025701217353343964, -0.0023309127427637577, -0.001872495748102665, 0.009753628633916378, 0.0005400413647294044, 0.14078006148338318, -0.10260024666786194, 0.018573569133877754, 0.0015558460727334023, 0.7577655911445618, 0.014296778477728367, -0.0046149613335728645, -0.06158149242401123, -0.5514681339263916, 0.0017690102104097605, -0.16903159022331238, -0.08979693800210953, -0.07582710683345795, -0.03965608403086662, 0.02945546619594097, 0.1134500652551651, -0.09132935106754303, 0.002294330857694149, -0.04547244682908058, -0.029932068660855293, -0.0028774889651685953, 0.01297097746282816, -0.014763331040740013, 0.006458784453570843, 0.04382580146193504, 0.03922249376773834, 0.009675084613263607, 0.0030285543762147427, 0.010322603397071362, -0.015329140238463879, 0.003534505842253566, -0.022585518658161163, 0.005611022002995014, -0.06942621618509293, 0.017454223707318306, -0.004146427847445011, -0.028492474928498268, -0.014461198821663857, 0.022215809673070908, 0.031109824776649475, 0.0001176034493255429, -0.010692528448998928, 0.007915852591395378, 0.0028867258224636316, 0.0444747731089592, -0.0033536418341100216, 0.054598867893218994, 0.03891509771347046, 0.006886627990752459, -0.023715689778327942, 0.15283332765102386, -0.0371830053627491, -0.0005077178939245641, -0.009814872406423092, 0.012882724404335022, 0.026575323194265366, 0.03651941195130348, -0.0918230339884758, -0.004998563788831234, -0.04600909352302551, -0.005345058627426624, -0.010552292689681053, 0.6977187395095825, -0.03226093575358391, -0.0364677794277668, 0.008195643313229084, -0.05752868577837944, 0.002786308992654085, 0.04427938163280487, 0.03517184033989906, 0.01588616892695427, -0.08070624619722366, 0.03272585943341255, -0.3652099370956421, -0.0012075214181095362, 0.0050671822391450405, -0.012493773363530636, -0.02277323231101036, 0.08890651166439056, 0.010763372294604778, -0.0014455670025199652, 0.016085967421531677, -0.0011513930512592196, -0.03149789944291115, -0.0334165021777153, -0.02846943400800228, -0.0248919278383255, 0.0015899436548352242, 0.0014435544144362211, -0.010304780676960945, -0.012472819536924362, 0.003940751310437918, -0.002385833067819476, 0.024875640869140625, -0.006780428346246481, 0.056821223348379135, -0.015622698701918125, -0.003784885862842202, -0.014361401088535786, -0.039153553545475006, 0.010677742771804333, -0.03809624910354614, -0.0038426993414759636, 0.002534184604883194, -0.03440408781170845, -0.0028480791952461004, 0.02146247588098049, -0.009033739566802979, 0.015486592426896095, -0.04554152488708496, 0.03367145359516144, 0.07822143286466599, -0.016597844660282135, 0.020698724314570427, 0.023773256689310074, 0.22809402644634247, 0.022098999470472336, 0.004071817733347416, -0.017356382682919502, -0.015541667118668556, -0.00583123741671443, -0.026259781792759895, -0.027761567384004593, -0.03654572740197182, -0.0036361857783049345, 0.02714790776371956, -0.49713003635406494, -0.0363156683743, -0.0051798890344798565, 0.2294876128435135, -0.008653962053358555, 0.03535278141498566, 0.0032522359397262335, 0.004210288170725107, -0.008629868738353252, 0.008001318201422691, -0.01648052968084812, 0.002767400350421667, -0.023850591853260994, -0.007120230700820684, -0.019329611212015152, -0.07292719185352325, 0.07316505908966064, -0.03543183580040932, -0.0017373983282595873, 0.04173489287495613, 0.7855153679847717, 0.09479030221700668, 0.0031984844245016575, 0.02186105027794838, -0.09054433554410934, 0.0040254173800349236, -0.03531825169920921, -0.006588460877537727, -0.015971219167113304, 0.017280949279665947, -0.018641099333763123, -0.0003875086549669504, 0.011969955638051033, -0.021277284249663353, 0.004218976013362408, 0.023208050057291985, 0.018603689968585968, 0.06019795686006546, -0.014321056194603443, 0.4433215260505676, 0.0031247292645275593, 0.03504671901464462, -0.012801621109247208, -0.019281895831227303, 0.0077751632779836655, -0.09487376362085342, -0.018854038789868355, 0.3601972460746765, -0.009727385826408863, -0.0006871126242913306, 0.05186786502599716, -0.01738053560256958, 0.1533418893814087, -0.022122707217931747, -0.03332594037055969, -0.008256131783127785, 0.0010027269599959254, -0.0040652877651154995, -0.05553559213876724, -0.0019989016000181437, 0.02862168289721012, 0.007651802618056536, -0.024779628962278366, 0.0707402229309082, -0.03607151284813881, 0.7342402338981628, 0.00624951021745801, -0.16267330944538116, 0.021838784217834473, 0.05371779575943947, -0.8093240261077881, 0.0017616117838770151, 0.015655433759093285, 0.03773568570613861, -0.13809998333454132, -0.003254982642829418, -0.013393658213317394, 0.025061769410967827, 0.31819671392440796, 0.030954543501138687, 0.047510068863630295, -0.025369100272655487, 0.30218416452407837, -0.1211358904838562, 0.043499287217855453, -0.05459684878587723, -0.7130088806152344, -0.00859677791595459, 0.004576718434691429, 0.006345180328935385, 0.0011250922689214349, -0.004776318091899157, -0.053377099335193634, -0.036229364573955536, -0.0161923598498106, -0.5546556115150452, 0.012855086475610733, -0.001255755894817412, 0.004922570660710335, -0.04154466465115547, 0.00561932846903801, 0.010635177604854107, 0.6063291430473328, 0.00598623463883996, -0.022267188876867294, 0.3436729311943054, -0.004248849581927061, 0.04900824651122093, 0.014673782512545586, -0.00023287978547159582, -0.006652345415204763, -0.011031169444322586, -0.009615844115614891, 0.002051482442766428, 0.003351691411808133, 0.02634815312922001, -0.013163680210709572, -0.01879972591996193, 0.007127784658223391, -0.35843974351882935, 0.12317313998937607, -0.02059255912899971, -0.013523734174668789, -0.00025586356059648097, 0.006251102779060602, 0.23124024271965027, 0.007080061361193657, -0.09848020225763321, 0.006479982286691666, -0.1962253600358963, 0.0039346711710095406, -0.014224492944777012, 0.022102566435933113, -0.01993977278470993, 0.042192116379737854, 0.01238666195422411, -0.038796357810497284, -0.006744068115949631, 0.037723276764154434, 0.028424561023712158, 0.040253255516290665, -0.0850864052772522, -0.1509256511926651, 0.010360637679696083, 0.011927086859941483, -0.028041362762451172, 0.43872007727622986, -0.07996010780334473, -0.023054279386997223, 0.052567582577466965, 0.0943387970328331, 0.094927579164505, 0.019532382488250732, -0.043104637414216995, 0.05537208914756775, 0.02514120563864708, 0.012499083764851093, -0.06840388476848602, -0.05283906310796738, -1.2231749296188354, 0.04196976497769356, 0.0024461124558001757, -0.016691653057932854, 0.017420144751667976, 0.0192911084741354, -0.0030025681480765343, 0.011671992018818855, -0.0015671566361561418, 0.056938186287879944, 0.21639305353164673, 0.01911463402211666, -0.34092819690704346, -0.005290650296956301, -0.04359424114227295, -0.012588613666594028, -0.005634625442326069, -0.010885772295296192, 0.19600032269954681, -0.009591798298060894, -0.0023987283930182457, -0.062299687415361404, 0.0016141276573762298, -0.006779925897717476, 0.0013028767425566912, 0.007011895999312401, 0.05433892086148262, 0.02440829947590828, -1.038263201713562, 0.1479121893644333, 0.054155562072992325, 0.07655485719442368, 0.14452487230300903, 0.0036166789941489697, -0.09150988608598709, -0.0012714066542685032, 0.3285295367240906, -0.02502482943236828, -0.03871248662471771, -0.026226691901683807, 0.03962419927120209, 0.04760752245783806, -0.0050594741478562355, -0.006925441790372133, -0.02938130497932434, -0.01728900335729122, 0.023216886445879936, 0.007751401048153639, -0.4401628375053406, 0.016693895682692528, -0.11869332939386368, 0.027301553636789322, -0.004264847841113806, 0.10598139464855194, -0.025164440274238586, 0.016219528391957283, -0.026298461481928825, -0.0016556549817323685, 0.01133826281875372, -0.014358952641487122, -0.11759871244430542, 0.010469225235283375, 0.01257539726793766, 0.07393199950456619, -0.02462000958621502, -0.012420149520039558, 0.002049806760624051, -0.10653527826070786, 0.30080094933509827, 0.011033143848180771, -0.03698450326919556, -0.026499763131141663, -0.013877155259251595, -0.007333885412663221, -0.023716837167739868, 0.03325073421001434, 0.050400275737047195, 0.012898321263492107, -0.6868724226951599, -0.031743284314870834, -0.0006366127636283636, -0.007198353763669729, -0.008072556927800179, -0.010405262932181358, -0.014924016781151295, 0.012225061655044556, 0.0099130067974329, 0.015584290958940983, 0.02807324379682541, -0.5384069085121155, -0.010006620548665524, -0.0004946099361404777, 0.01664024591445923, 0.05636274814605713, 0.0034134655725210905, -0.2172269970178604, -0.3317217528820038, 0.013555934652686119, 0.09699700772762299, 0.05987422913312912, 0.12026514858007431, 0.02247614413499832, -0.019465435296297073, 0.00540469866245985, -0.12703627347946167, -0.36007022857666016, -0.09049443900585175, 0.12537281215190887, 0.0044328696094453335, 0.10142453014850616, 0.05896005034446716, 0.03672157973051071, 0.0017854520119726658, -0.18112409114837646, 0.015536622144281864, -0.1923215091228485, 0.23101472854614258, -0.008394167758524418, 0.010961669497191906, -0.20977258682250977, -0.0027579704765230417, 0.0071366033516824245, -0.033082470297813416, 0.007244147825986147, 0.01505115907639265, 0.020503148436546326, 0.020923176780343056, 0.08751727640628815, -0.01683206669986248, 0.1384090930223465, 0.050862494856119156, 0.018260441720485687, -0.08416734635829926, 0.008244824595749378, 0.014628322795033455, 0.015880541875958443, -0.00684106582775712, -0.00844651646912098, -0.023727985098958015, 0.22158491611480713, -0.015413920395076275, -0.015167458914220333, 0.020457949489355087, 0.02362046204507351, -0.5787181854248047, -0.034565601497888565, 0.19975546002388, -0.0006900292937643826, 0.009377975016832352, -0.021409261971712112, 0.0015421718126162887, -0.008179881609976292, 0.012795754708349705, -0.003243510378524661, -0.012963303364813328, -0.006770037580281496, -0.005295267794281244, 0.38924235105514526, 0.08413417637348175, 0.018816594034433365, -0.058108843863010406, 0.16624461114406586, -0.026855401694774628, -0.233817920088768, 0.01871664449572563, 0.002527329372242093, 0.01491415686905384, -0.021361783146858215, -0.006166646257042885, 0.1207042708992958, 0.5307300090789795, 0.006315063219517469, 0.004367938730865717, 0.08245637267827988, 0.16527512669563293, -0.0052923280745744705, -0.30208760499954224, -0.002083633793517947, 0.02061743661761284, 0.03358682990074158, -0.020434487611055374, -0.008727359585464, 0.16794149577617645, 0.026781486347317696, 0.006402761209756136, 0.3301340639591217, 0.0038158854003995657, -0.0036607086658477783, -0.006012098863720894, 0.0075266496278345585, 0.058315783739089966, 0.032663777470588684, -0.0019398147705942392, 0.0021338805090636015, 0.3123358488082886, -0.17078419029712677, 0.010836992412805557, 0.012322851456701756, -0.54612135887146, 0.007230984978377819, 0.020787911489605904, -0.034453026950359344, 0.008425706066191196, 0.00045772813609801233, 0.03357779607176781, 0.0026308337692171335, 0.014482184313237667, -0.003775985212996602, 0.00546104833483696, 0.024829741567373276, -0.011165623553097248, 0.07266146689653397, -0.0021706270053982735, 0.0021237919572740793, 0.014339578337967396, 0.028418228030204773, -0.14817693829536438, -0.008406261913478374, 0.045619551092386246, -0.03385331854224205, -0.009042080491781235, -3.9223341445904225e-05, 0.006074105389416218, 0.33503037691116333, 0.4218526780605316, 0.009777814149856567, 0.01691923476755619, -0.0002762779768090695, 0.009692465886473656, 0.01864573359489441, -0.03282119706273079, -0.04091997817158699, -0.004127886611968279, -0.03839876502752304, -0.01268676482141018, -0.029938971623778343, 0.16301244497299194, 0.005459706764668226, 0.01895076408982277, 0.0073918127454817295, 0.10623402893543243, 0.015206671319901943, -0.10726753622293472, -0.40874651074409485, -0.10723093152046204, -0.30804333090782166, -0.0034658198710530996, -0.035162873566150665, -0.01489020325243473, 0.01828526332974434, 0.02422606572508812, -0.0012587453238666058, 0.36276349425315857, 0.029346365481615067, -0.13631272315979004, 0.013761823065578938, -0.5111988186836243, -0.009132185019552708, 0.028895623981952667, 0.018660640344023705, -0.5023218989372253, 0.024676064029335976, -0.018923381343483925, -0.011194107122719288, -0.007214773446321487, -0.004278015345335007, -0.11604523658752441, 0.5894148945808411, 0.017054181545972824, 0.010522573255002499, 0.062057025730609894, 0.013341066427528858, -0.09759805351495743, 0.06736024469137192, -0.3339443802833557, -0.02722769044339657, -0.03430889546871185, -0.023715369403362274, -0.006575628649443388, 0.02392294444143772, -0.3569552004337311, -0.005073119420558214, -0.02534886635839939, 0.019612323492765427, 0.005913643166422844, 0.01850762590765953, -0.018248852342367172, 0.013747825287282467, -0.006903922650963068, 0.015252405777573586, -0.025727925822138786, -0.019313817843794823, 0.013267719186842442, 0.016074366867542267, -0.011201134882867336, 0.009693730622529984, 0.0015008184127509594, -0.00041340687312185764, -0.04068516567349434, 0.09217406809329987, -0.001245045685209334, 0.5080658793449402, -0.03832205384969711, -0.004330681171268225, -0.006164283491671085, -0.23436737060546875, 0.006629043258726597, -0.020992306992411613, -0.002331286668777466, 0.27745121717453003, -0.007615722715854645, 0.12038473039865494, 0.027517840266227722, 0.01747802086174488, 0.05789266526699066, -0.0070822592824697495, -0.1128012016415596, 0.009653088636696339, 0.2202366292476654, -0.011687123216688633, -0.04711242765188217, 0.03813433647155762, 0.002211126731708646, -0.3386717140674591, 0.02546984702348709, -0.00786138977855444, 0.004266643431037664, -0.00038787603261880577, -0.009000246413052082, -0.4641614854335785, 0.14844299852848053, 0.033622950315475464, -0.006757346447557211, 0.01899016462266445, 0.1766899973154068, -0.31992772221565247, -0.00789956096559763, 0.012750362977385521, -0.0045588077045977116, 0.002545698778703809, 0.011320501565933228, -0.0037122138310223818, 0.000218945016968064, 0.031369734555482864, 0.01898491382598877, -0.009573159739375114, -0.06937955319881439, -0.0020363267976790667, -0.029373712837696075, -0.02137446403503418, -0.02214140072464943, 0.13310042023658752, -0.36323660612106323, -0.00300406152382493, 0.13556590676307678, -0.015858396887779236, -0.16360992193222046, 0.2577100098133087, 0.0076722088269889355, -0.017314761877059937, -0.0008363663800992072, -0.006310093682259321, -0.0007735590334050357, -0.006756392773240805, -0.007638018112629652, -0.09229644387960434, -0.006560079287737608, 0.007962154224514961, 0.0077162813395261765, -0.025989407673478127, -0.031165197491645813, 0.03352784365415573, 0.23629902303218842, -0.015241975896060467, 0.009442624635994434, 0.0021051953081041574, 0.22407636046409607, 0.01972643844783306, -0.8876556754112244, -0.03352886065840721, 0.007918594405055046, 0.025073928758502007, 0.032294414937496185, 0.0009435416432097554, -0.022139104083180428, -0.01761573739349842, -0.0020406271796673536, -0.015573005191981792, 0.005659574177116156, -0.014914453960955143, 0.02334359847009182, 0.008172380737960339, 0.010642042383551598, 0.22378423810005188, 0.31169116497039795, -0.008638350293040276, -0.03656768053770065, -0.02920486032962799, 0.12340481579303741, 0.0017399683129042387, 0.01702997460961342, 0.01764589175581932, 0.003254193812608719]], ‘logits’: [[0.6313042044639587, 0.6565053462982178, 0.26751646399497986]]}, ‘wav/08a01Ab.wav’: {‘hidden_states’: [[-0.01522787380963564, -0.01829604245722294, 0.0008703684434294701, -0.010224750265479088, 0.028516264632344246, -0.04395122081041336, 0.06613027304410934, 7.16978101991117e-05, -0.004021892789751291, 0.01589968428015709, -0.04856254905462265, -0.011599483899772167, -0.005592587869614363, -0.034932635724544525, 0.030054191127419472, -0.06085763871669769, 0.019083775579929352, 0.017927777022123337, -0.03662523254752159, 0.012512579560279846, 0.02606133371591568, 0.0034586885012686253, 0.29094094038009644, 0.05613310635089874, 0.0909966230392456, -0.002527381991967559, 0.024410206824541092, 0.01611204631626606, 0.011685174889862537, -0.0018024574965238571, 0.019300006330013275, -0.020208708941936493, -0.0160421933978796, -0.020624300464987755, -0.07624360918998718, -0.04836677387356758, -0.007735576014965773, -0.01110898982733488, -0.031755171716213226, -0.01743621751666069, -0.006612113211303949, 0.05777794495224953, -0.0016487431712448597, -0.06380332261323929, -0.04402244836091995, 0.1943150907754898, -0.03727288916707039, 0.01938922330737114, 0.006074707489460707, -0.02563512697815895, 0.0028301619458943605, 0.007480936124920845, -0.012617375701665878, 0.014838733710348606, -0.011724845506250858, -0.0002149579959223047, -0.0034273017663508654, -0.05205926671624184, 0.015928523615002632, -0.008086800575256348, -0.07526072859764099, 0.0007753942627459764, -0.021739954128861427, -0.005256851203739643, 0.03487927466630936, 0.031124774366617203, -0.06910292059183121, -0.04563542455434799, -0.02939290553331375, 0.05862387642264366, -0.018954122439026833, 0.07840456813573837, -0.017437497153878212, 0.03916590288281441, -0.028658414259552956, -0.019853876903653145, -0.020996972918510437, -0.006085376720875502, -0.0055747488513588905, 0.01864694058895111, 0.16590172052383423, -0.12213999778032303, 0.016350798308849335, 0.006367853377014399, 0.7375774383544922, 0.010308143682777882, 0.004639504011720419, -0.05141976848244667, -0.5456213355064392, 0.004395478405058384, -0.18839794397354126, -0.11270926147699356, -0.07496007531881332, -0.03506235405802727, 0.046584244817495346, 0.11670991033315659, -0.05108936131000519, 0.011730686761438847, -0.03343203663825989, -0.03988584131002426, 0.01435426902025938, -0.01241631805896759, -0.019551733508706093, 0.013586163520812988, 0.044163066893815994, 0.03121400997042656, 0.021829206496477127, -0.0035120362881571054, 0.008618801832199097, -0.04979933053255081, 0.003099306719377637, -0.02952272817492485, 0.011653208173811436, -0.07137390226125717, 0.00427317013964057, -0.0020780956838279963, -0.03249139338731766, -0.013732153922319412, 0.013238082639873028, 0.029666807502508163, 0.02884852886199951, -0.014573842287063599, -0.0005763127701357007, 0.006264706142246723, 0.053065311163663864, -0.0010813171975314617, 0.04160165786743164, 0.027984173968434334, 0.008552593179047108, -0.020403997972607613, 0.14628607034683228, -0.02884523756802082, 0.0015110140666365623, 0.0028826268389821053, 0.010104911401867867, 0.024560503661632538, 0.04435386881232262, -0.08438791334629059, -0.007166283205151558, -0.030174225568771362, -0.013398321345448494, -0.000720356940291822, 0.7023518681526184, 0.005645490251481533, -0.0406295545399189, 0.0023688783403486013, -0.06250283122062683, 0.01291788462549448, 0.0406520739197731, 0.023113161325454712, 0.006198905408382416, -0.09539540857076645, 0.03981756046414375, -0.4033346176147461, -0.009664026089012623, 0.0065849837847054005, -0.007465939503163099, -0.023249488323926926, 0.11306294053792953, 0.0229575764387846, 0.0011689845705404878, 0.0016635316424071789, 0.020734557881951332, -0.02987675927579403, -0.03408374637365341, -0.026037342846393585, -0.04028918594121933, 0.008032817393541336, 0.008961832150816917, 0.00839005596935749, -0.019160369411110878, 0.02958255261182785, -0.0077264863066375256, 0.01807587221264839, -0.0030554027762264013, 0.07656658440828323, 0.0013358331052586436, -0.008633040823042393, -0.0187090951949358, -0.04248623177409172, 0.000421954900957644, -0.04204213619232178, 0.004655593074858189, 0.011305440217256546, -0.04859500005841255, -0.0032742295879870653, 0.025514500215649605, 0.008236660622060299, 0.02417598105967045, -0.051639385521411896, 0.030158108100295067, 0.07499207556247711, -0.0038943463005125523, 0.013042392209172249, 0.018457861617207527, 0.22967691719532013, 0.007490307092666626, -0.02165311574935913, -0.010261625051498413, -0.02069278433918953, -0.007559272460639477, -0.03802486136555672, -0.01525538507848978, -0.021298810839653015, -0.008429358713328838, 0.01573058031499386, -0.5011089444160461, -0.04376794025301933, -0.022290360182523727, 0.22746571898460388, -0.013204623013734818, 0.026512203738093376, 0.0013632638147100806, -0.0019691346678882837, -0.003067587735131383, -0.0007583449478261173, -0.01068578939884901, 0.008619293570518494, -0.032449811697006226, -0.009670906700193882, -0.01605096645653248, -0.07273947447538376, 0.08413808047771454, -0.03108517825603485, 0.007105492055416107, 0.04869812726974487, 0.770259439945221, 0.09607439488172531, -0.008167254738509655, 0.02229454554617405, -0.10607612133026123, 0.010765508748590946, -0.046327561140060425, -0.02595224604010582, -0.0327373705804348, 0.023334026336669922, -0.018734322860836983, -0.010171899572014809, 0.006428827065974474, -0.017444824799895287, 0.024938378483057022, 0.1324601024389267, 0.018116284161806107, 0.06544335186481476, -0.005712606478482485, 0.44893407821655273, 0.02808813750743866, 0.03571222722530365, -0.02003871649503708, -0.04317791014909744, 0.00617781700566411, -0.09279463440179825, -0.03877205774188042, 0.35037699341773987, -0.019826609641313553, -0.0019308639457449317, 0.050934087485075, -0.004171773325651884, 0.13573874533176422, -0.020790420472621918, -0.03683873265981674, 0.005753268487751484, -0.007841539569199085, 0.012800872325897217, -0.058145176619291306, -0.01138304639607668, 0.04777608439326286, 0.0014443111140280962, -0.03419938310980797, 0.06632306426763535, -0.03590787947177887, 0.7209875583648682, 0.013315868563950062, -0.16070692241191864, 0.03390633687376976, 0.06556406617164612, -0.8076158761978149, 0.0070803361013531685, 0.018543057143688202, 0.03869090601801872, -0.15262532234191895, 0.001054740627296269, 0.007621964905411005, 0.022532103583216667, 0.3199702501296997, 0.01647205837070942, 0.009081237949430943, -0.0314900167286396, 0.30269959568977356, -0.1256244033575058, 0.019983410835266113, -0.036590736359357834, -0.6982661485671997, -0.015397452749311924, 0.023697055876255035, 0.007320796605199575, -0.011694681830704212, -0.0026313296984881163, -0.06611106544733047, -0.02122962847352028, -0.026183782145380974, -0.5992658138275146, 0.04140830785036087, -0.006871150340884924, -0.010035465471446514, -0.0465497262775898, 0.013093339279294014, 0.013253889046609402, 0.6051880717277527, 0.004077568184584379, -0.026479708030819893, 0.3259754180908203, -0.007849263958632946, 0.05938338488340378, 0.013390415348112583, -0.01418593805283308, -0.015597213059663773, -0.010438654571771622, 0.0011336024617776275, -0.0009676917688921094, 0.006752189248800278, 0.036860063672065735, 0.005461028777062893, 0.000615678436588496, -0.02098066173493862, -0.3614211082458496, 0.16164900362491608, -0.051818713545799255, -0.013543552719056606, 0.005159849300980568, 0.021425902843475342, 0.16026873886585236, 0.008379005827009678, -0.08874040096998215, -0.0045064762234687805, -0.15989327430725098, 0.021708466112613678, -0.006021791137754917, 0.0320807583630085, -0.017958277836441994, 0.0448051393032074, -0.0010649529285728931, -0.06410419940948486, -0.01171988807618618, 0.03456709906458855, 0.03480762988328934, 0.02509833499789238, -0.10773428529500961, -0.1473287045955658, 0.011391380801796913, -0.007388889789581299, -0.029594510793685913, 0.4218607544898987, -0.076519675552845, -0.026658393442630768, 0.05676129832863808, 0.09799369424581528, 0.10127398371696472, 0.01682310178875923, -0.07221482694149017, 0.049853600561618805, 0.017849894240498543, 0.028239769861102104, -0.059428952634334564, -0.044680166989564896, -1.1589477062225342, 0.05092503875494003, 0.01466298010200262, 0.0021648709662258625, 0.01230071485042572, 0.026843637228012085, 0.028138339519500732, 0.02137215994298458, 0.002814017003402114, 0.06482769548892975, 0.2919527292251587, 0.01675025373697281, -0.34097665548324585, -0.015410835854709148, -0.04215260595083237, -0.008572390303015709, -0.03531761094927788, -0.011974913068115711, 0.1882002055644989, 6.7684639361687e-05, 0.014312892220914364, -0.05265608802437782, -0.003550364403054118, -0.0016368940705433488, -0.00474555604159832, 0.009632551111280918, 0.05887281149625778, 0.037658676505088806, -1.0537110567092896, 0.14067856967449188, -0.012741664424538612, 0.0768895298242569, 0.15252846479415894, -0.01004098355770111, -0.11395175755023956, 0.016541508957743645, 0.4265252351760864, -0.022528063505887985, -0.04684187471866608, -0.02486097812652588, 0.0494106225669384, 0.038697343319654465, -0.015364776365458965, -0.01636526919901371, -0.04495615512132645, -0.011137321591377258, 0.01857343129813671, 0.02416229620575905, -0.43188992142677307, 0.02876999042928219, -0.11187408119440079, 0.030177099630236626, -0.0018378198146820068, 0.09822978079319, -0.030529940500855446, 0.012082281522452831, -0.0436878427863121, 0.01769362948834896, 0.016377899795770645, -0.026596875861287117, -0.103751540184021, 0.012639041990041733, 0.006873052567243576, 0.060906317085027695, -0.049216266721487045, -0.01489611342549324, 0.003768254304304719, -0.12195645272731781, 0.2987719178199768, 0.003708094358444214, -0.037722449749708176, -0.012622646987438202, -0.01019300241023302, -0.011961594223976135, -0.02936267852783203, 0.033097803592681885, 0.057248882949352264, 0.03963328152894974, -0.6866636276245117, -0.04091702029109001, 0.0018455777317285538, -0.00039297828334383667, -0.009104038588702679, -0.008392291143536568, -0.02036614902317524, 0.015678109601140022, -0.012973557226359844, -0.005304471589624882, 0.022429320961236954, -0.5515187978744507, -0.004644737578928471, -0.023225048556923866, 0.010780558921396732, 0.057367973029613495, -0.025051148608326912, -0.2650941014289856, -0.34169918298721313, 0.011944557540118694, 0.1273447573184967, 0.08796337246894836, 0.1063002347946167, 0.025683758780360222, -0.027198804542422295, -0.0010615610517561436, -0.1369202435016632, -0.3583737313747406, -0.07211218774318695, 0.1299222856760025, 0.006411710754036903, 0.1140204519033432, 0.04141734912991524, 0.05704168602824211, -0.010568773373961449, -0.1478610336780548, 0.025070631876587868, -0.18685053288936615, 0.22628915309906006, -0.008212639018893242, 0.007865612395107746, -0.22472034394741058, 0.013914034701883793, 0.015010256320238113, -0.0058155604638159275, 0.011814579367637634, 0.022887608036398888, 0.016726981848478317, 0.031987182796001434, 0.08746176213026047, -4.3895583075936884e-05, 0.159123033285141, 0.017934802919626236, 0.02860957756638527, -0.07106626778841019, -0.003339695045724511, 0.010980446822941303, -0.0012912774691358209, -0.005610839929431677, -0.010662276297807693, -0.03331466019153595, 0.20311115682125092, 0.005681586917489767, -0.014505956321954727, 0.03139164298772812, 0.03051043301820755, -0.5879352688789368, -0.0464964434504509, 0.20986594259738922, -0.009862381964921951, 0.00223296950571239, -0.024374444037675858, 0.006629684008657932, 0.007023923099040985, 0.016920577734708786, -0.0027956929989159107, -0.008527559228241444, -0.013311333023011684, -0.014172888360917568, 0.3887944519519806, 0.07554828375577927, 0.0073728179559111595, -0.059881605207920074, 0.161490336060524, -0.028693879023194313, -0.2812417447566986, 0.02002531662583351, 0.0020694651175290346, 0.030748840421438217, -0.030560560524463654, -0.010888030752539635, 0.12062530964612961, 0.5280288457870483, 0.009053007699549198, 0.004758115392178297, 0.07884471118450165, 0.15285524725914001, 0.004966959822922945, -0.28566479682922363, -0.005194958299398422, 0.028484707698225975, 0.04023528844118118, -0.008417468518018723, -0.008413853123784065, 0.18246915936470032, 0.036051638424396515, -0.015525701455771923, 0.3536122739315033, -0.0020174861419945955, -0.0068601216189563274, -0.009980415925383568, 0.0019432971021160483, 0.037430282682180405, 0.023262308910489082, 0.001945779426023364, 0.030854111537337303, 0.3014926016330719, -0.17049631476402283, 0.0075437650084495544, 0.018237406387925148, -0.5443003177642822, 0.002580793108791113, 0.043939534574747086, -0.03822118416428566, 0.016314247623085976, -0.003574561793357134, 0.02312615141272545, -0.0063836355693638325, 0.016603946685791016, 0.0040926942601799965, -0.0011363046942278743, 0.004961501806974411, -0.004212148487567902, 0.09210129827260971, 0.0034868353977799416, -0.00859509501606226, 0.03131194785237312, 0.03884778544306755, -0.1322115808725357, -0.006364224012941122, 0.020367678254842758, -0.030251910910010338, -0.004753998480737209, -0.002571109216660261, 0.0046552810817956924, 0.3375292420387268, 0.4276978671550751, 0.010713488794863224, 0.012683297507464886, -0.007220020052045584, 0.02277575060725212, 0.01919691450893879, -0.04468623921275139, -0.03544187173247337, 0.0005336168105714023, -0.06890041381120682, 0.007461494766175747, -0.03786706179380417, 0.20218567550182343, 0.01149656344205141, 0.02027674950659275, 0.0027188051026314497, 0.10239054262638092, 0.006026573944836855, -0.13247381150722504, -0.41738536953926086, -0.09700997173786163, -0.31029120087623596, -0.004381038248538971, -0.021134404465556145, -0.00525705236941576, 0.033513810485601425, 0.03297990560531616, -0.005867626518011093, 0.36205393075942993, 0.014056255109608173, -0.1422796994447708, 0.03010381944477558, -0.49657467007637024, -0.0136774443089962, 0.028447892516851425, 0.006138932425528765, -0.49881306290626526, 0.01565888151526451, -0.026600193232297897, 0.0011197435669600964, -0.004380459897220135, -0.010441115126013756, -0.11600258201360703, 0.8172640800476074, 0.019121620804071426, 0.016564201563596725, 0.04478989169001579, -0.008232765831053257, -0.1077200323343277, 0.06110792234539986, -0.34300497174263, -0.007239548023790121, -0.06154852360486984, -0.025389643386006355, -0.017992746084928513, 0.011768029071390629, -0.337889701128006, -0.0010131500894203782, -0.03790649399161339, 0.030234744772315025, 0.018568212166428566, 0.01934727281332016, 0.007623740471899509, 0.007933525368571281, 0.004033561795949936, 0.0020330818369984627, -0.02677435427904129, -0.025419656187295914, 0.03297179564833641, 0.008731215260922909, -0.006888451054692268, 0.012862718664109707, -0.01347223948687315, 0.008002826943993568, -0.05534929782152176, 0.1249953880906105, -0.0014711152762174606, 0.5011433959007263, -0.037697792053222656, -0.0071142069064080715, -0.003798037301748991, -0.23024426400661469, -0.005588633939623833, -0.03917289897799492, -0.0049635362811386585, 0.2665823698043823, -0.00835440680384636, 0.12053900212049484, 0.04259878769516945, 0.01933901570737362, 0.08143747597932816, -0.02136547677218914, -0.1215091198682785, -0.03743315488100052, 0.2164524793624878, -0.03231286630034447, -0.03509032353758812, 0.036839116364717484, -0.013404978439211845, -0.38902369141578674, 0.02615290693938732, 0.0005430729943327606, 0.010312112979590893, 0.00940367765724659, -0.01169119868427515, -0.4724617600440979, 0.14688652753829956, 0.04131194204092026, -0.005725890398025513, 0.013809474185109138, 0.16576619446277618, -0.3394337296485901, -0.006275944411754608, 0.008222687058150768, -0.021383164450526237, 0.013504202477633953, 0.004341782070696354, 0.002718307077884674, 0.006171569228172302, 0.019748026505112648, 0.007180744782090187, -0.023015504702925682, -0.0730891227722168, -0.0013386617647483945, -0.03259523585438728, -0.024979062378406525, -0.0057741450145840645, 0.14090335369110107, -0.35220736265182495, 0.004110613837838173, 0.13309907913208008, -0.027139384299516678, -0.16820327937602997, 0.24758581817150116, -0.006404787302017212, 0.00037275903741829097, -0.0038531958125531673, -0.006872017867863178, 4.415509829414077e-05, -0.0026230139192193747, -0.013487979769706726, -0.09166251122951508, -0.005608409643173218, 0.012317500077188015, 0.00807253085076809, -0.025364072993397713, -0.03958829864859581, 0.05275777354836464, 0.24268180131912231, -0.012045151554048061, 0.001943412353284657, 0.00990171730518341, 0.2607598304748535, 0.02034064009785652, -0.8824509382247925, -0.03347667679190636, 0.019322240725159645, 0.022424833849072456, 0.03834632784128189, -0.006785816513001919, -0.03509149327874184, -0.026901494711637497, 0.011264488101005554, -0.018085431307554245, 0.008589955978095531, -0.035333290696144104, 0.034560345113277435, 0.009875193238258362, 0.008474239148199558, 0.2704704701900482, 0.3113067150115967, -0.001905041397549212, -0.02352723479270935, -0.025330668315291405, 0.11424688994884491, -0.0035197269171476364, 0.012214109301567078, 0.014512088149785995, 0.02674853801727295]], ‘logits’: [[0.608319103717804, 0.6460423469543457, 0.21082748472690582]]}}}}