results fix

results.csv

@@ -1,30 +1,30 @@
-model,model_url,availability,standard,,,,,,,,,,,,,,,,,,,,,,,
-,,,combined,,,,mcv26,,,,fleurs,,,,poems,,,,movies,,,,infocom_may_26,,,
-,,,WER,CER,WER-norm,CER-norm,WER,CER,WER-norm,CER-norm,WER,CER,WER-norm,CER-norm,WER,CER,WER-norm,CER-norm,WER,CER,WER-norm,CER-norm,WER,CER,WER-norm,CER-norm
-google/gemini-2.5-pro,https://ai.google.dev/gemini-api/docs/models/gemini-2.5-pro,Closed,14.307,4.0955,6.4197,2.4423,9.6864,2.5433,6.3459,1.9419,8.5084,2.0004,2.9433,1.1523,24.7593,5.3359,3.9983,1.2723,38.9844,16.3223,18.8966,10.1838,11.91,3.9989,4.5688,2.7964
-hispeech/model-23012026,https://www.hispeech.ai/api.html,Closed,16.8129,4.2261,7.4986,2.2817,11.0856,2.4903,7.3486,1.761,13.7435,3.3926,5.87,1.8887,22.7285,5.4921,4.6175,1.5223,41.6997,16.3958,19.4237,9.6334,14.7849,3.3687,4.7462,1.5464
-google/gemini-2.5-flash,https://ai.google.dev/gemini-api/docs/models/gemini-2.5-flash,Closed,17.5469,4.6513,8.6718,2.8069,12.319,2.98,8.5497,2.3472,10.598,2.4786,3.9687,1.4569,28.1633,6.2153,5.6564,1.5213,46.0284,18.7923,27.1194,12.545,14.0014,3.7409,4.7969,2.2266
-talk2edit,https://talk2edit.com,Closed,17.8337,4.2155,8.0151,2.3704,12.3693,2.6625,8.5198,2.0073,10.5202,2.3319,4.1683,1.3561,25.0855,5.5935,5.7719,1.5641,46.0725,17.6354,20.9259,10.8242,15.7326,3.1442,4.0999,1.3002
-elevenlabs/scribe_v2,https://elevenlabs.io/docs/overview/capabilities/speech-to-text,Closed,17.9525,4.3362,8.7695,2.5805,12.0917,2.4134,7.5713,1.7013,10.0811,2.3679,4.135,1.4697,26.0273,5.8995,8.0753,2.0474,49.9515,19.3585,28.5865,13.1939,14.1467,3.574,4.6702,2.0372
-hispeech/model-01052025,https://www.hispeech.ai/api.html,Closed,17.9822,4.48,8.6709,2.6206,10.2156,2.205,6.8155,1.6571,15.5719,3.7499,8.1204,2.4814,22.9179,5.5556,4.8484,1.6561,49.8545,19.2636,26.7504,12.4295,18.2915,4.0996,7.1605,2.0652
-google/gemini-3.6-flash,https://ai.google.dev/gemini-api/docs/models/gemini-3.6-flash,Closed,19.6098,5.2995,10.1194,3.5158,16.1478,4.0149,10.1325,3.0682,11.7095,2.8982,5.2104,1.9015,25.8694,6.329,8.0753,2.5018,46.8218,18.8627,27.4971,13.34,13.3127,4.1459,5.6207,2.9026
-wavam/default,https://wav.am,Closed,20.1028,4.9044,9.3242,2.7368,12.6209,2.9858,9.3149,2.3614,13.4156,3.3471,6.3855,2.1722,30.7834,7.3266,7.5716,2.3587,53.5044,18.3362,22.9377,9.5349,16.3139,3.7337,5.0124,1.6387
-google/gemini-3.1-flash-lite,https://ai.google.dev/gemini-api/docs/models/gemini-3.1-flash-lite,Closed,20.4652,6.2546,12.4615,4.6047,16.4105,4.615,12.9892,4.0185,11.0926,2.7537,5.1217,1.8097,26.4008,7.0928,9.702,3.5157,55.0295,26.8234,36.2734,20.9757,13.3253,3.9878,5.2215,2.6358
-tbb-asr,https://asr.tbb.rip,Closed,20.5739,5.5345,10.7268,3.4857,8.1509,1.7125,5.5219,1.29,17.0223,5.0072,8.9241,3.7525,31.2727,7.51,11.5909,3.0966,61.8708,26.5403,37.2925,18.55,24.2876,5.9792,10.2085,3.5103
-wavam/streaming,https://wav.am,Closed,21.1144,5.1478,10.3147,2.9628,13.4723,3.1688,10.1979,2.5488,15.3662,3.6728,8.3865,2.4912,31.3832,7.2507,8.3692,2.2788,54.2537,19.2146,22.7357,10.2246,17.4828,4.0445,6.3051,1.9367
-openai/gpt-transcribe,https://developers.openai.com/api/docs/models/gpt-transcribe,Closed,22.5595,5.9631,14.1197,4.2576,17.2917,4.1186,13.8105,3.5182,15.9275,3.9751,8.7966,2.8454,30.131,7.241,13.6531,3.5603,52.1114,23.0863,34.6042,17.7397,17.6913,4.126,7.0401,2.3361
-nvidia/stt_hy_fastconformer_hybrid_large_pc,https://huggingface.co/nvidia/stt_hy_fastconformer_hybrid_large_pc,Open,24.9471,7.2708,14.9855,5.1482,7.6985,1.5642,5.229,1.1576,16.3721,4.9419,8.7246,3.7623,31.32,7.5453,11.6854,3.1524,60.9451,26.3582,37.5911,18.7198,24.5024,5.9968,10.4049,3.5285
-google/gemini-3.5-flash-lite,https://ai.google.dev/gemini-api/docs/models/gemini-3.5-flash-lite,Closed,26.2101,8.3246,17.6418,6.5826,23.6786,7.7033,19.5952,6.944,14.8049,4.1232,8.7357,3.1433,33.7402,9.2069,15.521,5.1867,56.1668,25.1706,38.9265,20.1264,17.249,5.3594,8.4152,3.8216
-chillarmo/whisper-large-v3-turbo-armenian,https://huggingface.co/chillarmo/whisper-large-v3-turbo-armenian,Open,33.1251,13.6194,23.3776,11.3725,12.9432,2.5861,9.6292,2.0609,25.0361,9.393,16.0302,7.8195,55.1113,26.9981,35.6858,22.704,82.0947,39.4393,59.5362,30.5854,49.2639,29.0766,37.3994,26.762
-arampacha/whisper-large-hy-2,https://huggingface.co/arampacha/whisper-large-hy-2,Open,33.283,8.1694,22.433,5.6564,23.1886,4.7625,19.6082,4.1286,17.856,3.7587,10.9916,2.6153,44.4363,11.0406,25.5326,6.4506,77.669,32.3799,55.9431,23.5714,39.8496,8.9892,17.1662,4.6599
-facebook/omniASR-LLM-3B,https://huggingface.co/facebook/omniASR-LLM-3B,Open,39.2308,10.9837,16.8896,6.6404,27.3266,4.8987,9.4384,2.298,26.9201,5.4025,6.5351,2.2249,56.5558,16.7054,26.3796,9.3765,89.4516,57.1848,63.3258,48.3842,36.3303,7.5905,8.7384,2.9628
-facebook/omniASR-LLM-1B,https://huggingface.co/facebook/omniASR-LLM-1B,Open,39.6051,10.7221,16.9431,6.32,28.0104,5.1484,10.168,2.5503,27.4203,5.4759,7.1393,2.3076,55.7526,15.2889,25.341,7.82,89.8539,54.4434,59.6566,44.753,36.9179,7.6296,9.898,3.0229
-facebook/omniASR-CTC-3B,https://huggingface.co/facebook/omniASR-CTC-3B,Open,41.1224,11.8272,21.4443,7.727,30.4883,5.3088,13.5823,2.688,28.9152,5.5969,9.2789,2.4137,58.2351,14.6111,30.2455,7.018,86.9501,68.524,77.1309,64.3544,37.2275,7.6903,10.8612,3.0929
-cast/whisper-large-v3-mwa-hy,https://huggingface.co/Center-of-Advanced-Software-Technologies/whisper-large-v3-mwa-hy,Open,41.6865,10.1111,22.5511,6.1765,29.5828,5.3063,12.1997,2.6544,31.9996,7.411,13.2531,4.358,52.8174,14.2677,30.2603,8.748,75.227,31.1618,50.4261,21.9763,56.3404,14.1713,38.8252,9.9003
-facebook/omniASR-CTC-1B,https://huggingface.co/facebook/omniASR-CTC-1B,Open,41.9099,10.4939,21.4817,6.3275,33.8327,6.0835,17.5728,3.4618,31.1659,6.0664,12.3275,2.9041,54.0054,12.1948,22.3615,4.3528,80.0577,48.8093,63.3694,42.6041,39.3062,8.1153,13.6683,3.5268
-facebook/omniASR-LLM-300M,https://huggingface.co/facebook/omniASR-LLM-300M,Open,42.4713,11.4939,21.025,7.0071,30.7231,5.6727,13.4008,3.0543,29.7377,6.1456,10.0327,3.0011,59.951,16.1485,32.1653,8.7,92.9765,57.3088,65.5308,46.5174,39.1293,8.1457,13.5986,3.61
-facebook/mms-1b-all,https://huggingface.co/facebook/mms-1b-all,Open,48.6009,10.7795,30.4742,6.5337,43.0794,7.7882,29.2,5.2074,34.606,6.3033,16.5623,3.1892,59.6641,14.0066,30.9222,6.2569,83.5855,37.9021,69.7761,29.0887,44.8537,8.4724,21.9061,3.9048
-google/gemma-4-e4b-it,https://huggingface.co/google/gemma-4-e4b-it,Open,50.6746,18.9239,41.7823,16.2226,48.4173,17.8457,43.1284,16.1956,37.3402,12.8714,30.2644,11.3516,58.3259,20.7961,42.1031,15.6847,79.7761,42.2581,66.2479,35.4199,44.3925,15.2009,32.3554,12.8153
-facebook/omniASR-CTC-300M,https://huggingface.co/facebook/omniASR-CTC-300M,Open,51.743,12.7912,34.645,8.7434,44.9164,8.3903,30.996,5.8332,40.4468,7.9296,23.696,4.8357,63.633,15.2827,37.8934,7.7029,86.8801,51.8881,75.4837,46.1984,47.9497,9.7258,25.9046,5.2149
-google/gemma-4-e2b-it,https://huggingface.co/google/gemma-4-e2b-it,Open,53.5029,20.7604,44.578,17.6968,50.4164,18.8588,45.5343,17.4727,42.9199,18.2358,34.4715,13.5592,59.9042,22.157,44.7634,17.1837,80.2081,40.8992,67.8116,35.16,49.2134,18.0144,35.9103,14.9587
-openai/whisper-large-v3,https://huggingface.co/openai/whisper-large-v3,Open,65.131,20.8108,58.645,19.0484,61.7163,17.1442,59.0287,16.5047,51.9618,14.6363,45.4687,13.1643,71.0738,28.6474,58.7732,25.5887,105.8362,52.0858,95.3176,48.8992,55.3737,16.2242,45.8019,13.6535
+model,model_url,availability,standard,,,,,,,,,,,,,,,,,,,,,,,,number-normalized,,,,,,,,,,,,,,,,,,,,,,,
+,,,combined,,,,mcv26,,,,fleurs,,,,poems,,,,movies,,,,infocom_may_26,,,,combined,,,,mcv26,,,,fleurs,,,,poems,,,,movies,,,,infocom_may_26,,,
+,,,WER,CER,WER-norm,CER-norm,WER,CER,WER-norm,CER-norm,WER,CER,WER-norm,CER-norm,WER,CER,WER-norm,CER-norm,WER,CER,WER-norm,CER-norm,WER,CER,WER-norm,CER-norm,WER-NN,CER-NN,WER-norm-NN,CER-norm-NN,WER-NN,CER-NN,WER-norm-NN,CER-norm-NN,WER-NN,CER-NN,WER-norm-NN,CER-norm-NN,WER-NN,CER-NN,WER-norm-NN,CER-norm-NN,WER-NN,CER-NN,WER-norm-NN,CER-norm-NN,WER-NN,CER-NN,WER-norm-NN,CER-norm-NN
+google/gemini-2.5-pro,https://ai.google.dev/gemini-api/docs/models/gemini-2.5-pro,Closed,14.307,4.0955,6.4197,2.4423,9.6864,2.5433,6.3459,1.9419,8.5084,2.0004,2.9433,1.1523,24.7593,5.3359,3.9983,1.2723,38.9844,16.3223,18.8966,10.1838,11.91,3.9989,4.5688,2.7964,14.327,3.8702,6.2445,2.3168,9.7998,2.554,6.319,1.9407,8.0013,1.5712,2.439,0.7211,20.1655,4.6316,4.0145,1.2397,39.6984,15.8823,18.7516,10.0558,11.666,3.7486,3.9949,2.5064
+hispeech/model-23012026,https://www.hispeech.ai/api.html,Closed,16.8129,4.2261,7.4986,2.2817,11.0856,2.4903,7.3486,1.761,13.7435,3.3926,5.87,1.8887,22.7285,5.4921,4.6175,1.5223,41.6997,16.3958,19.4237,9.6334,14.7849,3.3687,4.7462,1.5464,16.8229,4.1202,7.2642,2.1372,11.1194,2.4486,7.2116,1.6952,13.6648,3.0336,5.2734,1.4763,22.7737,5.4845,4.6337,1.5091,41.5241,16.271,19.1297,9.4604,14.9073,3.2394,4.3252,1.3312
+google/gemini-2.5-flash,https://ai.google.dev/gemini-api/docs/models/gemini-2.5-flash,Closed,17.5469,4.6513,8.6718,2.8069,12.319,2.98,8.5497,2.3472,10.598,2.4786,3.9687,1.4569,28.1633,6.2153,5.6564,1.5213,46.0284,18.7923,27.1194,12.545,14.0014,3.7409,4.7969,2.2266,17.4132,4.3448,8.4618,2.6669,12.2395,2.9422,8.4746,2.309,10.1161,2.0443,3.3912,1.0214,24.9183,5.5341,5.636,1.4625,45.8899,17.5263,26.9802,12.4972,13.8227,3.5124,4.2426,1.9518
+talk2edit,https://talk2edit.com,Closed,17.8337,4.2155,8.0151,2.3704,12.3693,2.6625,8.5198,2.0073,10.5202,2.3319,4.1683,1.3561,25.0855,5.5935,5.7719,1.5641,46.0725,17.6354,20.9259,10.8242,15.7326,3.1442,4.0999,1.3002,17.7614,4.1107,7.8434,2.2482,12.3327,2.6388,8.4615,1.9806,10.1495,2.0015,3.7866,1.0183,25.1291,5.5527,5.7515,1.5203,46.1898,17.5755,20.7824,10.6973,15.5883,2.9239,3.5567,1.0283
+elevenlabs/scribe_v2,https://elevenlabs.io/docs/overview/capabilities/speech-to-text,Closed,17.9525,4.3362,8.7695,2.5805,12.0917,2.4134,7.5713,1.7013,10.0811,2.3679,4.135,1.4697,26.0273,5.8995,8.0753,2.0474,49.9515,19.3585,28.5865,13.1939,14.1467,3.574,4.6702,2.0372,17.8735,4.1773,8.523,2.3943,12.1091,2.4342,7.5708,1.7179,9.4186,1.8484,3.3912,0.9327,26.1355,5.9313,8.1287,2.0814,50.5292,19.3562,28.4396,13.0722,13.6966,2.9464,3.6964,1.332
+hispeech/model-01052025,https://www.hispeech.ai/api.html,Closed,17.9822,4.48,8.6709,2.6206,10.2156,2.205,6.8155,1.6571,15.5719,3.7499,8.1204,2.4814,22.9179,5.5556,4.8484,1.6561,49.8545,19.2636,26.7504,12.4295,18.2915,4.0996,7.1605,2.0652,17.7495,4.2764,8.3325,2.4017,10.0757,2.1274,6.6521,1.5748,14.7249,3.0928,7.0386,1.7925,23.0372,5.5314,4.8436,1.62,49.559,18.9967,26.4352,12.1389,18.0603,3.8335,6.6561,1.7793
+google/gemini-3.6-flash,https://ai.google.dev/gemini-api/docs/models/gemini-3.6-flash,Closed,19.6098,5.2995,10.1194,3.5158,16.1478,4.0149,10.1325,3.0682,11.7095,2.8982,5.2104,1.9015,25.8694,6.329,8.0753,2.5018,46.8218,18.8627,27.4971,13.34,13.3127,4.1459,5.6207,2.9026,19.5032,5.187,9.9297,3.3877,16.0901,3.9819,10.0408,3.0268,11.2766,2.5138,4.7333,1.5135,25.9037,6.2967,8.0605,2.4673,46.7014,18.8046,27.3495,13.2599,13.2425,3.9528,5.1572,2.6599
+wavam/default,https://wav.am,Closed,20.1028,4.9044,9.3242,2.7368,12.6209,2.9858,9.3149,2.3614,13.4156,3.3471,6.3855,2.1722,30.7834,7.3266,7.5716,2.3587,53.5044,18.3362,22.9377,9.5349,16.3139,3.7337,5.0124,1.6387,19.3138,4.2902,8.199,2.0927,11.522,2.2714,7.8945,1.6365,12.348,2.4961,4.8892,1.2777,30.509,6.8692,6.906,1.8605,53.034,17.9611,22.3209,9.1055,16.0424,3.4275,4.3696,1.3007
+nvidia/stt_hy_fastconformer_hybrid_large_pc,https://huggingface.co/nvidia/stt_hy_fastconformer_hybrid_large_pc,Open,20.2149,5.4453,10.6333,3.4445,7.6985,1.5642,5.229,1.1576,16.3721,4.9419,8.7246,3.7623,31.32,7.5453,11.6854,3.1524,60.9451,26.3582,37.5911,18.7198,24.5024,5.9968,10.4049,3.5285,19.9015,5.1083,10.2495,3.0827,7.6956,1.579,5.2281,1.1705,15.0262,3.5268,7.267,2.3104,31.3363,7.6132,11.7338,3.226,60.8044,26.2272,37.4505,18.5471,23.7798,5.1793,9.2474,2.6351
+google/gemini-3.1-flash-lite,https://ai.google.dev/gemini-api/docs/models/gemini-3.1-flash-lite,Closed,20.4652,6.2546,12.4615,4.6047,16.4105,4.615,12.9892,4.0185,11.0926,2.7537,5.1217,1.8097,26.4008,7.0928,9.702,3.5157,55.0295,26.8234,36.2734,20.9757,13.3253,3.9878,5.2215,2.6358,20.338,6.1425,12.2704,4.4874,16.3529,4.5907,12.9093,3.9905,10.5569,2.3527,4.5718,1.4141,26.1461,7.0284,9.7082,3.4954,54.895,26.7988,36.1407,20.9356,13.2173,3.7942,4.738,2.3966
+tbb-asr,https://asr.tbb.rip,Closed,20.5739,5.5345,10.7268,3.4857,8.1509,1.7125,5.5219,1.29,17.0223,5.0072,8.9241,3.7525,31.2727,7.51,11.5909,3.0966,61.8708,26.5403,37.2925,18.55,24.2876,5.9792,10.2085,3.5103,20.2378,5.1818,10.3185,3.1064,8.1482,1.7306,5.521,1.3066,15.5396,3.5002,7.3393,2.208,31.2994,7.5681,11.6341,3.1561,61.6864,26.4208,37.1341,18.385,23.5717,5.1465,9.0314,2.5964
+wavam/streaming,https://wav.am,Closed,21.1144,5.1478,10.3147,2.9628,13.4723,3.1688,10.1979,2.5488,15.3662,3.6728,8.3865,2.4912,31.3832,7.2507,8.3692,2.2788,54.2537,19.2146,22.7357,10.2246,17.4828,4.0445,6.3051,1.9367,20.3465,4.5581,9.2136,2.3431,12.3924,2.467,8.7946,1.8363,14.3846,2.9456,6.9774,1.7205,31.0992,6.7886,7.7089,1.7785,53.7837,18.8123,22.1363,9.7658,17.2216,3.7486,5.6716,1.6052
+openai/gpt-transcribe,https://developers.openai.com/api/docs/models/gpt-transcribe,Closed,22.5595,5.9631,14.1197,4.2576,17.2917,4.1186,13.8105,3.5182,15.9275,3.9751,8.7966,2.8454,30.131,7.241,13.6531,3.5603,52.1114,23.0863,34.6042,17.7397,17.6913,4.126,7.0401,2.3361,22.5011,5.882,13.945,4.1593,17.3426,4.1563,13.8019,3.5465,15.4112,3.5268,8.1412,2.3817,30.2824,7.3053,13.6965,3.6194,52.055,23.0406,34.4791,17.6906,17.5243,3.8895,6.5164,2.0517
+google/gemini-3.5-flash-lite,https://ai.google.dev/gemini-api/docs/models/gemini-3.5-flash-lite,Closed,26.2101,8.3246,17.6418,6.5826,23.6786,7.7033,19.5952,6.944,14.8049,4.1232,8.7357,3.1433,33.7402,9.2069,15.521,5.1867,56.1668,25.1706,38.9265,20.1264,17.249,5.3594,8.4152,3.8216,26.5529,8.2879,17.4713,6.4849,24.1305,7.7696,19.5315,6.9528,14.6133,3.7759,8.2971,2.7729,34.4241,9.2783,15.5122,5.1704,56.2621,25.1333,38.822,20.0809,17.581,5.2074,7.8882,3.5661
+chillarmo/whisper-large-v3-turbo-armenian,https://huggingface.co/chillarmo/whisper-large-v3-turbo-armenian,Open,33.1251,13.6194,23.3776,11.3725,12.9432,2.5861,9.6292,2.0609,25.0361,9.393,16.0302,7.8195,55.1113,26.9981,35.6858,22.704,82.0947,39.4393,59.5362,30.5854,49.2639,29.0766,37.3994,26.762,33.0463,13.5886,23.2437,11.3281,12.9496,2.6169,9.631,2.0888,24.6401,9.089,15.6031,7.5151,55.1744,27.1227,35.7368,22.8263,82.1132,39.6896,59.5516,30.8481,48.9784,28.7678,36.8117,26.3885
+arampacha/whisper-large-hy-2,https://huggingface.co/arampacha/whisper-large-hy-2,Open,33.283,8.1694,22.433,5.6564,23.1886,4.7625,19.6082,4.1286,17.856,3.7587,10.9916,2.6153,44.4363,11.0406,25.5326,6.4506,77.669,32.3799,55.9431,23.5714,39.8496,8.9892,17.1662,4.6599,33.4752,8.1731,22.309,5.615,23.1651,4.7783,19.5726,4.1408,17.5204,3.5046,10.5802,2.3612,44.6148,11.1159,25.5772,6.5201,80.0935,33.026,55.9121,23.8036,39.7276,8.8014,16.7418,4.4285
+facebook/omniASR-LLM-3B,https://huggingface.co/facebook/omniASR-LLM-3B,Open,39.2308,10.9837,16.8896,6.6404,27.3266,4.8987,9.4384,2.298,26.9201,5.4025,6.5351,2.2249,56.5558,16.7054,26.3796,9.3765,89.4516,57.1848,63.3258,48.3842,36.3303,7.5905,8.7384,2.9628,50.6527,11.9814,16.6624,6.4563,29.146,5.1201,9.4401,2.3238,26.7102,5.1482,6.2368,1.9654,56.9951,16.7082,26.4243,9.3969,199.4399,71.0009,63.297,48.4336,35.6476,6.6117,7.2912,1.8511
+facebook/omniASR-LLM-1B,https://huggingface.co/facebook/omniASR-LLM-1B,Open,39.6051,10.7221,16.9431,6.32,28.0104,5.1484,10.168,2.5503,27.4203,5.4759,7.1393,2.3076,55.7526,15.2889,25.341,7.82,89.8539,54.4434,59.6566,44.753,36.9179,7.6296,9.898,3.0229,50.2311,11.6133,16.7092,6.1486,30.1487,5.393,10.168,2.5728,27.19,5.2488,6.8048,2.0761,56.5014,15.3702,25.3698,7.9028,189.8836,66.5305,59.5901,44.7562,36.0575,6.6629,8.4979,1.9477
+facebook/omniASR-CTC-3B,https://huggingface.co/facebook/omniASR-CTC-3B,Open,41.1224,11.8272,21.4443,7.727,30.4883,5.3088,13.5823,2.688,28.9152,5.5969,9.2789,2.4137,58.2351,14.6111,30.2455,7.018,86.9501,68.524,77.1309,64.3544,37.2275,7.6903,10.8612,3.0929,42.1414,11.7263,21.2421,7.6044,31.8168,5.4739,13.5848,2.7271,28.7858,5.5171,9.0545,2.3468,58.644,14.7127,30.2906,7.1553,92.1239,67.8991,77.1042,64.3775,36.335,6.7478,9.5014,2.0541
+cast/whisper-large-v3-mwa-hy,https://huggingface.co/Center-of-Advanced-Software-Technologies/whisper-large-v3-mwa-hy,Open,41.6865,10.1111,22.5511,6.1765,29.5828,5.3063,12.1997,2.6544,31.9996,7.411,13.2531,4.358,52.8174,14.2677,30.2603,8.748,75.227,31.1618,50.4261,21.9763,56.3404,14.1713,38.8252,9.9003,41.51,9.9235,22.2418,5.9577,29.6362,5.3558,12.1964,2.6869,30.7722,6.1456,11.7942,3.0247,53.0456,14.4231,30.2949,8.8979,75.1896,31.3436,50.3648,22.1623,55.9339,13.8327,38.1899,9.5172
+facebook/omniASR-CTC-1B,https://huggingface.co/facebook/omniASR-CTC-1B,Open,41.9099,10.4939,21.4817,6.3275,33.8327,6.0835,17.5728,3.4618,31.1659,6.0664,12.3275,2.9041,54.0054,12.1948,22.3615,4.3528,80.0577,48.8093,63.3694,42.6041,39.3062,8.1153,13.6683,3.5268,43.959,10.3915,21.2871,6.2248,34.8641,6.2336,17.5742,3.5175,31.068,5.9903,12.1116,2.8344,54.4166,12.2742,22.4006,4.471,96.9896,48.0899,63.2883,42.6064,38.5294,7.2874,12.423,2.6071
+facebook/omniASR-LLM-300M,https://huggingface.co/facebook/omniASR-LLM-300M,Open,42.4713,11.4939,21.025,7.0071,30.7231,5.6727,13.4008,3.0543,29.7377,6.1456,10.0327,3.0011,59.951,16.1485,32.1653,8.7,92.9765,57.3088,65.5308,46.5174,39.1293,8.1457,13.5986,3.61,52.7128,12.364,20.7857,6.8374,32.0927,5.8539,13.4033,3.0932,29.3885,5.8299,9.5723,2.6721,60.3981,16.2403,32.2002,8.8199,193.2966,69.655,65.4775,46.5452,38.3087,7.193,12.2706,2.5534
+facebook/mms-1b-all,https://huggingface.co/facebook/mms-1b-all,Open,48.6009,10.7795,30.4742,6.5337,43.0794,7.7882,29.2,5.2074,34.606,6.3033,16.5623,3.1892,59.6641,14.0066,30.9222,6.2569,83.5855,37.9021,69.7761,29.0887,44.8537,8.4724,21.9061,3.9048,48.7123,10.8173,30.416,6.5598,43.1226,7.8947,29.2036,5.3053,34.5944,6.1316,16.3493,3.0125,60.083,14.0463,30.9149,6.3258,83.6211,38.11,69.805,29.3304,45.0624,8.3971,21.6196,3.7617
+google/gemma-4-e4b-it,https://huggingface.co/google/gemma-4-e4b-it,Open,50.6746,18.9239,41.7823,16.2226,48.4173,17.8457,43.1284,16.1956,37.3402,12.8714,30.2644,11.3516,58.3259,20.7961,42.1031,15.6847,79.7761,42.2581,66.2479,35.4199,44.3925,15.2009,32.3554,12.8153,58.8577,19.9151,41.6556,16.2275,59.6787,19.2728,43.0485,16.2752,41.5355,13.1171,29.9866,11.1152,64.7381,21.6922,42.1232,15.8197,89.6102,43.8427,66.233,35.615,46.6326,15.3163,31.9149,12.617
+facebook/omniASR-CTC-300M,https://huggingface.co/facebook/omniASR-CTC-300M,Open,51.743,12.7912,34.645,8.7434,44.9164,8.3903,30.996,5.8332,40.4468,7.9296,23.696,4.8357,63.633,15.2827,37.8934,7.7029,86.8801,51.8881,75.4837,46.1984,47.9497,9.7258,25.9046,5.2149,54.762,12.7886,34.4933,8.7164,46.6918,8.6713,31.0018,5.9602,40.2968,7.807,23.4157,4.7141,64.0164,15.387,37.9289,7.8422,110.1251,51.26,75.4732,46.3462,47.4082,9.1257,24.9794,4.5366
+google/gemma-4-e2b-it,https://huggingface.co/google/gemma-4-e2b-it,Open,53.5029,20.7604,44.578,17.6968,50.4164,18.8588,45.5343,17.4727,42.9199,18.2358,34.4715,13.5592,59.9042,22.157,44.7634,17.1837,80.2081,40.8992,67.8116,35.16,49.2134,18.0144,35.9103,14.9587,68.6565,22.6442,44.4632,17.7015,64.1853,20.4449,45.4437,17.5391,73.7529,22.0331,34.2688,13.3627,70.8188,23.8731,44.7733,17.2868,91.8504,42.6581,67.7802,35.3215,58.8536,19.012,35.5414,14.8048
+openai/whisper-large-v3,https://huggingface.co/openai/whisper-large-v3,Open,65.131,20.8108,58.645,19.0484,61.7163,17.1442,59.0287,16.5047,51.9618,14.6363,45.4687,13.1643,71.0738,28.6474,58.7732,25.5887,105.8362,52.0858,95.3176,48.8992,55.3737,16.2242,45.8019,13.6535,65.3062,20.9597,58.614,19.1732,61.7512,17.3257,58.9798,16.6835,51.8357,14.5463,45.4004,13.0761,71.2193,28.8436,58.8214,25.7867,107.3911,52.7449,95.3758,49.3457,55.3916,16.1825,45.6335,13.5859