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# ai-light-dance_singing3_ft_wav2vec2-large-xlsr-53-v2

This model is a fine-tuned version of [gary109/ai-light-dance_singing3_ft_wav2vec2-large-xlsr-53-v2](https://huggingface.co/gary109/ai-light-dance_singing3_ft_wav2vec2-large-xlsr-53-v2) on the GARY109/AI_LIGHT_DANCE - ONSET-SINGING3 dataset.
It achieves the following results on the evaluation set:
- Loss: 0.4660
- Wer: 0.2274

## Model description

More information needed

## Intended uses & limitations

More information needed

## Training and evaluation data

More information needed

## Training procedure

### Training hyperparameters

The following hyperparameters were used during training:
- learning_rate: 4e-05
- train_batch_size: 8
- eval_batch_size: 8
- seed: 42
- gradient_accumulation_steps: 8
- total_train_batch_size: 64
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- lr_scheduler_warmup_steps: 1000
- num_epochs: 500.0
- mixed_precision_training: Native AMP

### Training results

| Training Loss | Epoch | Step  | Validation Loss | Wer    |
|:-------------:|:-----:|:-----:|:---------------:|:------:|
| 0.4528        | 1.0   | 72    | 0.4860          | 0.2236 |
| 0.4403        | 2.0   | 144   | 0.4814          | 0.2222 |
| 0.4309        | 3.0   | 216   | 0.4952          | 0.2238 |
| 0.4193        | 4.0   | 288   | 0.4864          | 0.2190 |
| 0.427         | 5.0   | 360   | 0.5071          | 0.2261 |
| 0.4342        | 6.0   | 432   | 0.4932          | 0.2218 |
| 0.4205        | 7.0   | 504   | 0.4869          | 0.2222 |
| 0.437         | 8.0   | 576   | 0.5125          | 0.2224 |
| 0.4316        | 9.0   | 648   | 0.5095          | 0.2285 |
| 0.4383        | 10.0  | 720   | 0.5398          | 0.2346 |
| 0.4431        | 11.0  | 792   | 0.5177          | 0.2259 |
| 0.4555        | 12.0  | 864   | 0.5246          | 0.2335 |
| 0.4488        | 13.0  | 936   | 0.5248          | 0.2277 |
| 0.4449        | 14.0  | 1008  | 0.5196          | 0.2254 |
| 0.4629        | 15.0  | 1080  | 0.4933          | 0.2297 |
| 0.4565        | 16.0  | 1152  | 0.5469          | 0.2297 |
| 0.4396        | 17.0  | 1224  | 0.5356          | 0.2439 |
| 0.4452        | 18.0  | 1296  | 0.5298          | 0.2510 |
| 0.4449        | 19.0  | 1368  | 0.5024          | 0.2291 |
| 0.4437        | 20.0  | 1440  | 0.5288          | 0.2374 |
| 0.4572        | 21.0  | 1512  | 0.4954          | 0.2344 |
| 0.4633        | 22.0  | 1584  | 0.5043          | 0.2361 |
| 0.4486        | 23.0  | 1656  | 0.5076          | 0.2250 |
| 0.4386        | 24.0  | 1728  | 0.5564          | 0.2492 |
| 0.4478        | 25.0  | 1800  | 0.5299          | 0.2236 |
| 0.4654        | 26.0  | 1872  | 0.5076          | 0.2276 |
| 0.453         | 27.0  | 1944  | 0.5666          | 0.2395 |
| 0.4474        | 28.0  | 2016  | 0.5026          | 0.2254 |
| 0.4465        | 29.0  | 2088  | 0.5216          | 0.2352 |
| 0.4689        | 30.0  | 2160  | 0.5293          | 0.2370 |
| 0.4467        | 31.0  | 2232  | 0.4856          | 0.2303 |
| 0.4379        | 32.0  | 2304  | 0.5089          | 0.2240 |
| 0.4302        | 33.0  | 2376  | 0.4958          | 0.2173 |
| 0.4417        | 34.0  | 2448  | 0.5392          | 0.2337 |
| 0.4458        | 35.0  | 2520  | 0.5229          | 0.2416 |
| 0.4415        | 36.0  | 2592  | 0.5280          | 0.2344 |
| 0.4621        | 37.0  | 2664  | 0.5362          | 0.2459 |
| 0.44          | 38.0  | 2736  | 0.5071          | 0.2285 |
| 0.4288        | 39.0  | 2808  | 0.5264          | 0.2313 |
| 0.4594        | 40.0  | 2880  | 0.5238          | 0.2306 |
| 0.4428        | 41.0  | 2952  | 0.5375          | 0.2286 |
| 0.4233        | 42.0  | 3024  | 0.5214          | 0.2254 |
| 0.4462        | 43.0  | 3096  | 0.5145          | 0.2450 |
| 0.4282        | 44.0  | 3168  | 0.5519          | 0.2254 |
| 0.454         | 45.0  | 3240  | 0.5401          | 0.2382 |
| 0.4494        | 46.0  | 3312  | 0.5117          | 0.2229 |
| 0.4292        | 47.0  | 3384  | 0.5295          | 0.2352 |
| 0.4321        | 48.0  | 3456  | 0.4953          | 0.2299 |
| 0.4145        | 49.0  | 3528  | 0.5233          | 0.2297 |
| 0.4278        | 50.0  | 3600  | 0.5151          | 0.2258 |
| 0.4395        | 51.0  | 3672  | 0.4660          | 0.2274 |
| 0.4298        | 52.0  | 3744  | 0.5083          | 0.2409 |
| 0.4279        | 53.0  | 3816  | 0.4855          | 0.2219 |
| 0.4164        | 54.0  | 3888  | 0.5074          | 0.2267 |
| 0.4386        | 55.0  | 3960  | 0.5016          | 0.2241 |
| 0.4497        | 56.0  | 4032  | 0.5378          | 0.2305 |
| 0.4267        | 57.0  | 4104  | 0.5199          | 0.2344 |
| 0.4083        | 58.0  | 4176  | 0.5134          | 0.2249 |
| 0.4163        | 59.0  | 4248  | 0.4975          | 0.2316 |
| 0.4271        | 60.0  | 4320  | 0.5298          | 0.2291 |
| 0.43          | 61.0  | 4392  | 0.4991          | 0.2289 |
| 0.437         | 62.0  | 4464  | 0.5154          | 0.2298 |
| 0.415         | 63.0  | 4536  | 0.5167          | 0.2224 |
| 0.4308        | 64.0  | 4608  | 0.5324          | 0.2287 |
| 0.4247        | 65.0  | 4680  | 0.5396          | 0.2224 |
| 0.4076        | 66.0  | 4752  | 0.5354          | 0.2274 |
| 0.4196        | 67.0  | 4824  | 0.5523          | 0.2225 |
| 0.4216        | 68.0  | 4896  | 0.5180          | 0.2166 |
| 0.4132        | 69.0  | 4968  | 0.5111          | 0.2212 |
| 0.4306        | 70.0  | 5040  | 0.5534          | 0.2416 |
| 0.4327        | 71.0  | 5112  | 0.5628          | 0.2473 |
| 0.4301        | 72.0  | 5184  | 0.5216          | 0.2252 |
| 0.4328        | 73.0  | 5256  | 0.5154          | 0.2250 |
| 0.4021        | 74.0  | 5328  | 0.5686          | 0.2245 |
| 0.465         | 75.0  | 5400  | 0.5236          | 0.2419 |
| 0.416         | 76.0  | 5472  | 0.5614          | 0.2365 |
| 0.4337        | 77.0  | 5544  | 0.5275          | 0.2302 |
| 0.4157        | 78.0  | 5616  | 0.5126          | 0.2293 |
| 0.4143        | 79.0  | 5688  | 0.5260          | 0.2376 |
| 0.4174        | 80.0  | 5760  | 0.5254          | 0.2317 |
| 0.4174        | 81.0  | 5832  | 0.4971          | 0.2191 |
| 0.4082        | 82.0  | 5904  | 0.5245          | 0.2320 |
| 0.4263        | 83.0  | 5976  | 0.5692          | 0.2401 |
| 0.4164        | 84.0  | 6048  | 0.5209          | 0.2312 |
| 0.4144        | 85.0  | 6120  | 0.5164          | 0.2340 |
| 0.4189        | 86.0  | 6192  | 0.5545          | 0.2459 |
| 0.4311        | 87.0  | 6264  | 0.5349          | 0.2477 |
| 0.4224        | 88.0  | 6336  | 0.5093          | 0.2375 |
| 0.4069        | 89.0  | 6408  | 0.5664          | 0.2443 |
| 0.4082        | 90.0  | 6480  | 0.5426          | 0.2391 |
| 0.411         | 91.0  | 6552  | 0.5219          | 0.2339 |
| 0.4085        | 92.0  | 6624  | 0.5468          | 0.2360 |
| 0.4012        | 93.0  | 6696  | 0.5514          | 0.2526 |
| 0.3863        | 94.0  | 6768  | 0.5440          | 0.2344 |
| 0.4098        | 95.0  | 6840  | 0.5355          | 0.2362 |
| 0.4136        | 96.0  | 6912  | 0.5400          | 0.2409 |
| 0.4066        | 97.0  | 6984  | 0.5117          | 0.2313 |
| 0.4131        | 98.0  | 7056  | 0.5365          | 0.2375 |
| 0.3852        | 99.0  | 7128  | 0.5172          | 0.2326 |
| 0.3935        | 100.0 | 7200  | 0.5085          | 0.2296 |
| 0.4093        | 101.0 | 7272  | 0.5650          | 0.2525 |
| 0.3938        | 102.0 | 7344  | 0.5246          | 0.2324 |
| 0.4016        | 103.0 | 7416  | 0.5084          | 0.2292 |
| 0.412         | 104.0 | 7488  | 0.5308          | 0.2211 |
| 0.3903        | 105.0 | 7560  | 0.5047          | 0.2201 |
| 0.396         | 106.0 | 7632  | 0.5302          | 0.2223 |
| 0.3891        | 107.0 | 7704  | 0.5367          | 0.2222 |
| 0.3886        | 108.0 | 7776  | 0.5459          | 0.2328 |
| 0.379         | 109.0 | 7848  | 0.5486          | 0.2340 |
| 0.4009        | 110.0 | 7920  | 0.5080          | 0.2186 |
| 0.3967        | 111.0 | 7992  | 0.5389          | 0.2193 |
| 0.3988        | 112.0 | 8064  | 0.5488          | 0.2281 |
| 0.3952        | 113.0 | 8136  | 0.5409          | 0.2294 |
| 0.3884        | 114.0 | 8208  | 0.5304          | 0.2326 |
| 0.3939        | 115.0 | 8280  | 0.5542          | 0.2211 |
| 0.3927        | 116.0 | 8352  | 0.5676          | 0.2259 |
| 0.3944        | 117.0 | 8424  | 0.5221          | 0.2210 |
| 0.3941        | 118.0 | 8496  | 0.5474          | 0.2247 |
| 0.3912        | 119.0 | 8568  | 0.5451          | 0.2185 |
| 0.4209        | 120.0 | 8640  | 0.5282          | 0.2282 |
| 0.3882        | 121.0 | 8712  | 0.5263          | 0.2184 |
| 0.3891        | 122.0 | 8784  | 0.5301          | 0.2194 |
| 0.3964        | 123.0 | 8856  | 0.5608          | 0.2220 |
| 0.3918        | 124.0 | 8928  | 0.5233          | 0.2230 |
| 0.3834        | 125.0 | 9000  | 0.5286          | 0.2195 |
| 0.3952        | 126.0 | 9072  | 0.5410          | 0.2258 |
| 0.3812        | 127.0 | 9144  | 0.5183          | 0.2207 |
| 0.3904        | 128.0 | 9216  | 0.5393          | 0.2244 |
| 0.3797        | 129.0 | 9288  | 0.5213          | 0.2226 |
| 0.3802        | 130.0 | 9360  | 0.5470          | 0.2207 |
| 0.4097        | 131.0 | 9432  | 0.5206          | 0.2254 |
| 0.3771        | 132.0 | 9504  | 0.5075          | 0.2182 |
| 0.3732        | 133.0 | 9576  | 0.5153          | 0.2255 |
| 0.3727        | 134.0 | 9648  | 0.5107          | 0.2212 |
| 0.3751        | 135.0 | 9720  | 0.5147          | 0.2259 |
| 0.3858        | 136.0 | 9792  | 0.5519          | 0.2220 |
| 0.3889        | 137.0 | 9864  | 0.5606          | 0.2222 |
| 0.3916        | 138.0 | 9936  | 0.5401          | 0.2252 |
| 0.3775        | 139.0 | 10008 | 0.5393          | 0.2269 |
| 0.3963        | 140.0 | 10080 | 0.5504          | 0.2322 |
| 0.3941        | 141.0 | 10152 | 0.5338          | 0.2342 |
| 0.3801        | 142.0 | 10224 | 0.5115          | 0.2276 |
| 0.3809        | 143.0 | 10296 | 0.4966          | 0.2261 |
| 0.3751        | 144.0 | 10368 | 0.4910          | 0.2240 |
| 0.3827        | 145.0 | 10440 | 0.5291          | 0.2204 |
| 0.384         | 146.0 | 10512 | 0.5702          | 0.2278 |
| 0.3728        | 147.0 | 10584 | 0.5340          | 0.2283 |
| 0.3963        | 148.0 | 10656 | 0.5513          | 0.2286 |
| 0.3802        | 149.0 | 10728 | 0.5424          | 0.2264 |
| 0.3874        | 150.0 | 10800 | 0.5219          | 0.2200 |
| 0.3743        | 151.0 | 10872 | 0.5147          | 0.2161 |
| 0.3931        | 152.0 | 10944 | 0.5318          | 0.2324 |
| 0.3755        | 153.0 | 11016 | 0.5457          | 0.2252 |
| 0.3744        | 154.0 | 11088 | 0.5448          | 0.2260 |
| 0.3799        | 155.0 | 11160 | 0.5276          | 0.2171 |
| 0.3953        | 156.0 | 11232 | 0.5546          | 0.2263 |
| 0.3716        | 157.0 | 11304 | 0.5110          | 0.2246 |
| 0.3725        | 158.0 | 11376 | 0.5385          | 0.2193 |
| 0.364         | 159.0 | 11448 | 0.5114          | 0.2216 |
| 0.3666        | 160.0 | 11520 | 0.5584          | 0.2248 |
| 0.3797        | 161.0 | 11592 | 0.5313          | 0.2238 |
| 0.3704        | 162.0 | 11664 | 0.5542          | 0.2281 |
| 0.362         | 163.0 | 11736 | 0.5674          | 0.2241 |
| 0.3551        | 164.0 | 11808 | 0.5484          | 0.2210 |
| 0.3765        | 165.0 | 11880 | 0.5380          | 0.2252 |
| 0.3821        | 166.0 | 11952 | 0.5441          | 0.2267 |
| 0.3608        | 167.0 | 12024 | 0.4983          | 0.2186 |
| 0.3595        | 168.0 | 12096 | 0.5065          | 0.2166 |
| 0.3652        | 169.0 | 12168 | 0.5211          | 0.2150 |
| 0.3635        | 170.0 | 12240 | 0.5341          | 0.2164 |
| 0.3614        | 171.0 | 12312 | 0.5059          | 0.2183 |
| 0.3522        | 172.0 | 12384 | 0.5530          | 0.2199 |
| 0.3522        | 173.0 | 12456 | 0.5581          | 0.2142 |
| 0.3503        | 174.0 | 12528 | 0.5394          | 0.2211 |
| 0.3583        | 175.0 | 12600 | 0.5460          | 0.2252 |
| 0.3562        | 176.0 | 12672 | 0.5199          | 0.2223 |
| 0.351         | 177.0 | 12744 | 0.5248          | 0.2146 |
| 0.3667        | 178.0 | 12816 | 0.5400          | 0.2169 |
| 0.3407        | 179.0 | 12888 | 0.5349          | 0.2095 |
| 0.3563        | 180.0 | 12960 | 0.5259          | 0.2116 |
| 0.3656        | 181.0 | 13032 | 0.5130          | 0.2115 |
| 0.3714        | 182.0 | 13104 | 0.5071          | 0.2151 |
| 0.3565        | 183.0 | 13176 | 0.5419          | 0.2205 |
| 0.3521        | 184.0 | 13248 | 0.5380          | 0.2250 |
| 0.3605        | 185.0 | 13320 | 0.5437          | 0.2230 |
| 0.3508        | 186.0 | 13392 | 0.5391          | 0.2225 |
| 0.3746        | 187.0 | 13464 | 0.5426          | 0.2274 |
| 0.3478        | 188.0 | 13536 | 0.5824          | 0.2247 |
| 0.3475        | 189.0 | 13608 | 0.5233          | 0.2103 |
| 0.3676        | 190.0 | 13680 | 0.5214          | 0.2122 |
| 0.3579        | 191.0 | 13752 | 0.5267          | 0.2124 |
| 0.3563        | 192.0 | 13824 | 0.5343          | 0.2132 |
| 0.3531        | 193.0 | 13896 | 0.5205          | 0.2205 |
| 0.3424        | 194.0 | 13968 | 0.5196          | 0.2196 |
| 0.3617        | 195.0 | 14040 | 0.5302          | 0.2222 |
| 0.3461        | 196.0 | 14112 | 0.5366          | 0.2204 |
| 0.3524        | 197.0 | 14184 | 0.5383          | 0.2212 |
| 0.3354        | 198.0 | 14256 | 0.5279          | 0.2166 |
| 0.3501        | 199.0 | 14328 | 0.5235          | 0.2165 |
| 0.3384        | 200.0 | 14400 | 0.5330          | 0.2152 |
| 0.3565        | 201.0 | 14472 | 0.5262          | 0.2211 |
| 0.3385        | 202.0 | 14544 | 0.5404          | 0.2173 |
| 0.3533        | 203.0 | 14616 | 0.5465          | 0.2209 |
| 0.3503        | 204.0 | 14688 | 0.5243          | 0.2223 |
| 0.3529        | 205.0 | 14760 | 0.5611          | 0.2276 |
| 0.3555        | 206.0 | 14832 | 0.5437          | 0.2209 |
| 0.3548        | 207.0 | 14904 | 0.5401          | 0.2249 |
| 0.3417        | 208.0 | 14976 | 0.5643          | 0.2304 |
| 0.3271        | 209.0 | 15048 | 0.5356          | 0.2183 |
| 0.344         | 210.0 | 15120 | 0.5300          | 0.2173 |
| 0.3416        | 211.0 | 15192 | 0.5343          | 0.2169 |
| 0.3393        | 212.0 | 15264 | 0.5677          | 0.2206 |
| 0.3356        | 213.0 | 15336 | 0.5514          | 0.2194 |
| 0.3344        | 214.0 | 15408 | 0.5527          | 0.2198 |
| 0.3303        | 215.0 | 15480 | 0.5590          | 0.2146 |
| 0.3503        | 216.0 | 15552 | 0.5681          | 0.2242 |
| 0.339         | 217.0 | 15624 | 0.5318          | 0.2186 |
| 0.3361        | 218.0 | 15696 | 0.5369          | 0.2247 |
| 0.334         | 219.0 | 15768 | 0.5173          | 0.2152 |
| 0.3222        | 220.0 | 15840 | 0.5965          | 0.2236 |
| 0.3247        | 221.0 | 15912 | 0.5543          | 0.2165 |
| 0.338         | 222.0 | 15984 | 0.5836          | 0.2178 |
| 0.3112        | 223.0 | 16056 | 0.5573          | 0.2171 |
| 0.3203        | 224.0 | 16128 | 0.5830          | 0.2196 |
| 0.3294        | 225.0 | 16200 | 0.5815          | 0.2198 |
| 0.3392        | 226.0 | 16272 | 0.5641          | 0.2163 |
| 0.3332        | 227.0 | 16344 | 0.5770          | 0.2204 |
| 0.3365        | 228.0 | 16416 | 0.5843          | 0.2181 |
| 0.3186        | 229.0 | 16488 | 0.5835          | 0.2231 |
| 0.3329        | 230.0 | 16560 | 0.5867          | 0.2220 |
| 0.3257        | 231.0 | 16632 | 0.6081          | 0.2196 |
| 0.3183        | 232.0 | 16704 | 0.5944          | 0.2220 |
| 0.3315        | 233.0 | 16776 | 0.6060          | 0.2222 |
| 0.3269        | 234.0 | 16848 | 0.6268          | 0.2260 |
| 0.3191        | 235.0 | 16920 | 0.5796          | 0.2183 |
| 0.3395        | 236.0 | 16992 | 0.6140          | 0.2257 |
| 0.3186        | 237.0 | 17064 | 0.6302          | 0.2277 |
| 0.3264        | 238.0 | 17136 | 0.5752          | 0.2194 |
| 0.3181        | 239.0 | 17208 | 0.6066          | 0.2196 |
| 0.3201        | 240.0 | 17280 | 0.6013          | 0.2223 |
| 0.3242        | 241.0 | 17352 | 0.5960          | 0.2207 |
| 0.3194        | 242.0 | 17424 | 0.6093          | 0.2311 |
| 0.3203        | 243.0 | 17496 | 0.6047          | 0.2281 |
| 0.3173        | 244.0 | 17568 | 0.6260          | 0.2285 |
| 0.3118        | 245.0 | 17640 | 0.5961          | 0.2243 |
| 0.3172        | 246.0 | 17712 | 0.6315          | 0.2242 |
| 0.332         | 247.0 | 17784 | 0.6413          | 0.2250 |
| 0.3315        | 248.0 | 17856 | 0.6260          | 0.2290 |
| 0.3222        | 249.0 | 17928 | 0.6175          | 0.2307 |
| 0.3291        | 250.0 | 18000 | 0.6005          | 0.2283 |
| 0.3321        | 251.0 | 18072 | 0.6299          | 0.2311 |
| 0.3338        | 252.0 | 18144 | 0.6011          | 0.2310 |
| 0.3274        | 253.0 | 18216 | 0.5662          | 0.2203 |
| 0.3148        | 254.0 | 18288 | 0.6139          | 0.2344 |
| 0.3295        | 255.0 | 18360 | 0.6183          | 0.2461 |
| 0.3169        | 256.0 | 18432 | 0.6136          | 0.2283 |
| 0.3431        | 257.0 | 18504 | 0.6445          | 0.2446 |
| 0.3209        | 258.0 | 18576 | 0.6124          | 0.2437 |
| 0.3405        | 259.0 | 18648 | 0.6210          | 0.2446 |
| 0.3317        | 260.0 | 18720 | 0.6088          | 0.2350 |
| 0.3265        | 261.0 | 18792 | 0.5792          | 0.2324 |
| 0.332         | 262.0 | 18864 | 0.6326          | 0.2427 |
| 0.3179        | 263.0 | 18936 | 0.6174          | 0.2256 |
| 0.3119        | 264.0 | 19008 | 0.6338          | 0.2277 |
| 0.3223        | 265.0 | 19080 | 0.6236          | 0.2213 |
| 0.315         | 266.0 | 19152 | 0.6025          | 0.2263 |
| 0.3214        | 267.0 | 19224 | 0.5881          | 0.2243 |
| 0.3184        | 268.0 | 19296 | 0.5942          | 0.2225 |
| 0.3083        | 269.0 | 19368 | 0.5836          | 0.2209 |
| 0.3098        | 270.0 | 19440 | 0.5844          | 0.2192 |
| 0.2992        | 271.0 | 19512 | 0.5972          | 0.2218 |
| 0.3118        | 272.0 | 19584 | 0.5768          | 0.2220 |
| 0.3112        | 273.0 | 19656 | 0.5926          | 0.2167 |
| 0.2994        | 274.0 | 19728 | 0.6056          | 0.2227 |
| 0.3041        | 275.0 | 19800 | 0.5793          | 0.2245 |
| 0.3072        | 276.0 | 19872 | 0.6188          | 0.2277 |
| 0.3042        | 277.0 | 19944 | 0.5931          | 0.2251 |
| 0.3107        | 278.0 | 20016 | 0.6205          | 0.2216 |
| 0.3077        | 279.0 | 20088 | 0.6001          | 0.2209 |
| 0.2903        | 280.0 | 20160 | 0.6002          | 0.2141 |
| 0.3124        | 281.0 | 20232 | 0.5782          | 0.2168 |
| 0.3043        | 282.0 | 20304 | 0.6105          | 0.2187 |
| 0.3007        | 283.0 | 20376 | 0.6105          | 0.2213 |
| 0.3023        | 284.0 | 20448 | 0.6011          | 0.2232 |
| 0.3062        | 285.0 | 20520 | 0.5967          | 0.2195 |
| 0.3093        | 286.0 | 20592 | 0.6571          | 0.2258 |
| 0.3041        | 287.0 | 20664 | 0.5956          | 0.2213 |
| 0.3083        | 288.0 | 20736 | 0.5904          | 0.2253 |
| 0.3037        | 289.0 | 20808 | 0.6096          | 0.2295 |
| 0.3064        | 290.0 | 20880 | 0.5958          | 0.2232 |
| 0.3136        | 291.0 | 20952 | 0.6134          | 0.2250 |
| 0.3042        | 292.0 | 21024 | 0.6144          | 0.2189 |
| 0.2967        | 293.0 | 21096 | 0.6086          | 0.2282 |
| 0.2952        | 294.0 | 21168 | 0.6178          | 0.2285 |
| 0.301         | 295.0 | 21240 | 0.5924          | 0.2189 |
| 0.3058        | 296.0 | 21312 | 0.6032          | 0.2193 |
| 0.2983        | 297.0 | 21384 | 0.5823          | 0.2183 |
| 0.2793        | 298.0 | 21456 | 0.5930          | 0.2195 |
| 0.2936        | 299.0 | 21528 | 0.6166          | 0.2215 |
| 0.298         | 300.0 | 21600 | 0.5864          | 0.2159 |
| 0.2949        | 301.0 | 21672 | 0.6049          | 0.2160 |
| 0.2948        | 302.0 | 21744 | 0.5745          | 0.2173 |
| 0.2809        | 303.0 | 21816 | 0.5699          | 0.2173 |
| 0.2854        | 304.0 | 21888 | 0.5894          | 0.2243 |
| 0.2908        | 305.0 | 21960 | 0.6123          | 0.2229 |
| 0.2948        | 306.0 | 22032 | 0.5966          | 0.2162 |
| 0.2997        | 307.0 | 22104 | 0.6030          | 0.2180 |
| 0.2906        | 308.0 | 22176 | 0.5920          | 0.2185 |
| 0.2778        | 309.0 | 22248 | 0.5913          | 0.2121 |
| 0.281         | 310.0 | 22320 | 0.6020          | 0.2121 |
| 0.2852        | 311.0 | 22392 | 0.5814          | 0.2170 |
| 0.278         | 312.0 | 22464 | 0.5931          | 0.2151 |
| 0.2743        | 313.0 | 22536 | 0.6073          | 0.2179 |
| 0.2757        | 314.0 | 22608 | 0.6174          | 0.2153 |
| 0.2907        | 315.0 | 22680 | 0.5729          | 0.2171 |
| 0.2801        | 316.0 | 22752 | 0.6014          | 0.2214 |
| 0.2908        | 317.0 | 22824 | 0.6098          | 0.2130 |
| 0.2824        | 318.0 | 22896 | 0.5942          | 0.2191 |
| 0.2799        | 319.0 | 22968 | 0.6374          | 0.2230 |
| 0.2725        | 320.0 | 23040 | 0.6424          | 0.2206 |
| 0.2821        | 321.0 | 23112 | 0.6465          | 0.2203 |
| 0.2795        | 322.0 | 23184 | 0.6163          | 0.2182 |
| 0.2764        | 323.0 | 23256 | 0.6257          | 0.2209 |
| 0.2739        | 324.0 | 23328 | 0.6374          | 0.2194 |
| 0.2712        | 325.0 | 23400 | 0.6228          | 0.2166 |
| 0.275         | 326.0 | 23472 | 0.6394          | 0.2214 |
| 0.275         | 327.0 | 23544 | 0.6359          | 0.2213 |
| 0.2702        | 328.0 | 23616 | 0.6430          | 0.2207 |
| 0.2676        | 329.0 | 23688 | 0.6321          | 0.2145 |
| 0.2735        | 330.0 | 23760 | 0.6583          | 0.2168 |
| 0.2815        | 331.0 | 23832 | 0.6368          | 0.2178 |
| 0.2823        | 332.0 | 23904 | 0.6373          | 0.2197 |
| 0.2885        | 333.0 | 23976 | 0.6352          | 0.2200 |
| 0.2751        | 334.0 | 24048 | 0.6431          | 0.2159 |
| 0.2717        | 335.0 | 24120 | 0.6339          | 0.2213 |
| 0.286         | 336.0 | 24192 | 0.6566          | 0.2245 |
| 0.2678        | 337.0 | 24264 | 0.6443          | 0.2194 |
| 0.2692        | 338.0 | 24336 | 0.6352          | 0.2225 |
| 0.273         | 339.0 | 24408 | 0.6497          | 0.2187 |
| 0.2686        | 340.0 | 24480 | 0.6788          | 0.2214 |
| 0.2699        | 341.0 | 24552 | 0.6615          | 0.2198 |
| 0.2636        | 342.0 | 24624 | 0.6765          | 0.2196 |
| 0.2545        | 343.0 | 24696 | 0.6737          | 0.2202 |
| 0.2612        | 344.0 | 24768 | 0.6891          | 0.2240 |
| 0.2705        | 345.0 | 24840 | 0.6550          | 0.2204 |
| 0.2658        | 346.0 | 24912 | 0.6591          | 0.2200 |
| 0.2701        | 347.0 | 24984 | 0.6222          | 0.2216 |
| 0.2743        | 348.0 | 25056 | 0.6263          | 0.2186 |
| 0.2657        | 349.0 | 25128 | 0.6509          | 0.2186 |
| 0.2635        | 350.0 | 25200 | 0.6570          | 0.2207 |
| 0.2601        | 351.0 | 25272 | 0.6496          | 0.2155 |
| 0.2695        | 352.0 | 25344 | 0.6305          | 0.2169 |
| 0.2586        | 353.0 | 25416 | 0.6269          | 0.2223 |
| 0.2529        | 354.0 | 25488 | 0.6418          | 0.2204 |
| 0.2739        | 355.0 | 25560 | 0.6472          | 0.2175 |
| 0.2738        | 356.0 | 25632 | 0.6416          | 0.2187 |
| 0.2775        | 357.0 | 25704 | 0.6470          | 0.2208 |
| 0.2775        | 358.0 | 25776 | 0.6483          | 0.2201 |
| 0.2622        | 359.0 | 25848 | 0.6233          | 0.2164 |
| 0.2727        | 360.0 | 25920 | 0.6438          | 0.2178 |
| 0.275         | 361.0 | 25992 | 0.6459          | 0.2222 |
| 0.2688        | 362.0 | 26064 | 0.6329          | 0.2188 |
| 0.2658        | 363.0 | 26136 | 0.6482          | 0.2207 |
| 0.2693        | 364.0 | 26208 | 0.6337          | 0.2194 |
| 0.2599        | 365.0 | 26280 | 0.6458          | 0.2189 |
| 0.2683        | 366.0 | 26352 | 0.6483          | 0.2213 |
| 0.2665        | 367.0 | 26424 | 0.6576          | 0.2203 |
| 0.2529        | 368.0 | 26496 | 0.6629          | 0.2200 |
| 0.2536        | 369.0 | 26568 | 0.6665          | 0.2208 |
| 0.2562        | 370.0 | 26640 | 0.6545          | 0.2171 |
| 0.2713        | 371.0 | 26712 | 0.6433          | 0.2231 |
| 0.2545        | 372.0 | 26784 | 0.6330          | 0.2202 |
| 0.2513        | 373.0 | 26856 | 0.6474          | 0.2154 |
| 0.2564        | 374.0 | 26928 | 0.6519          | 0.2191 |
| 0.266         | 375.0 | 27000 | 0.6577          | 0.2199 |
| 0.2623        | 376.0 | 27072 | 0.6508          | 0.2187 |
| 0.2666        | 377.0 | 27144 | 0.6358          | 0.2171 |
| 0.2503        | 378.0 | 27216 | 0.6515          | 0.2195 |
| 0.252         | 379.0 | 27288 | 0.6479          | 0.2221 |
| 0.2558        | 380.0 | 27360 | 0.6344          | 0.2203 |
| 0.2673        | 381.0 | 27432 | 0.6717          | 0.2196 |
| 0.2615        | 382.0 | 27504 | 0.6393          | 0.2178 |
| 0.2603        | 383.0 | 27576 | 0.6375          | 0.2167 |
| 0.2522        | 384.0 | 27648 | 0.6381          | 0.2195 |
| 0.2532        | 385.0 | 27720 | 0.6566          | 0.2209 |
| 0.2544        | 386.0 | 27792 | 0.6640          | 0.2231 |
| 0.2529        | 387.0 | 27864 | 0.6531          | 0.2207 |
| 0.2578        | 388.0 | 27936 | 0.6915          | 0.2202 |
| 0.2517        | 389.0 | 28008 | 0.6902          | 0.2238 |
| 0.2453        | 390.0 | 28080 | 0.6727          | 0.2249 |
| 0.2634        | 391.0 | 28152 | 0.6667          | 0.2235 |
| 0.2515        | 392.0 | 28224 | 0.6554          | 0.2212 |
| 0.249         | 393.0 | 28296 | 0.6672          | 0.2214 |
| 0.2524        | 394.0 | 28368 | 0.6693          | 0.2164 |
| 0.2529        | 395.0 | 28440 | 0.6572          | 0.2186 |
| 0.256         | 396.0 | 28512 | 0.6420          | 0.2171 |
| 0.2498        | 397.0 | 28584 | 0.6712          | 0.2168 |
| 0.2565        | 398.0 | 28656 | 0.6890          | 0.2175 |
| 0.2477        | 399.0 | 28728 | 0.6905          | 0.2185 |
| 0.2486        | 400.0 | 28800 | 0.7010          | 0.2191 |
| 0.259         | 401.0 | 28872 | 0.6983          | 0.2169 |
| 0.2555        | 402.0 | 28944 | 0.6877          | 0.2189 |
| 0.2579        | 403.0 | 29016 | 0.6864          | 0.2188 |
| 0.2421        | 404.0 | 29088 | 0.6603          | 0.2175 |
| 0.2531        | 405.0 | 29160 | 0.6882          | 0.2223 |
| 0.254         | 406.0 | 29232 | 0.6813          | 0.2209 |
| 0.2517        | 407.0 | 29304 | 0.6707          | 0.2205 |
| 0.2521        | 408.0 | 29376 | 0.6835          | 0.2234 |
| 0.2494        | 409.0 | 29448 | 0.6896          | 0.2216 |
| 0.2516        | 410.0 | 29520 | 0.6760          | 0.2218 |
| 0.2605        | 411.0 | 29592 | 0.7055          | 0.2207 |
| 0.2514        | 412.0 | 29664 | 0.6707          | 0.2232 |
| 0.242         | 413.0 | 29736 | 0.6853          | 0.2183 |
| 0.2505        | 414.0 | 29808 | 0.6869          | 0.2232 |
| 0.2398        | 415.0 | 29880 | 0.6732          | 0.2228 |
| 0.2549        | 416.0 | 29952 | 0.6559          | 0.2222 |
| 0.2496        | 417.0 | 30024 | 0.6675          | 0.2232 |
| 0.2538        | 418.0 | 30096 | 0.6695          | 0.2240 |
| 0.246         | 419.0 | 30168 | 0.6917          | 0.2268 |
| 0.2462        | 420.0 | 30240 | 0.6842          | 0.2288 |
| 0.2527        | 421.0 | 30312 | 0.6628          | 0.2207 |
| 0.2469        | 422.0 | 30384 | 0.6683          | 0.2225 |
| 0.2493        | 423.0 | 30456 | 0.6632          | 0.2189 |
| 0.239         | 424.0 | 30528 | 0.6848          | 0.2198 |
| 0.2373        | 425.0 | 30600 | 0.6834          | 0.2223 |
| 0.245         | 426.0 | 30672 | 0.6902          | 0.2251 |
| 0.239         | 427.0 | 30744 | 0.6917          | 0.2223 |
| 0.2441        | 428.0 | 30816 | 0.6859          | 0.2232 |
| 0.2306        | 429.0 | 30888 | 0.6844          | 0.2208 |
| 0.2373        | 430.0 | 30960 | 0.6740          | 0.2185 |
| 0.2495        | 431.0 | 31032 | 0.6823          | 0.2214 |
| 0.2457        | 432.0 | 31104 | 0.6686          | 0.2219 |
| 0.2474        | 433.0 | 31176 | 0.6856          | 0.2215 |
| 0.2434        | 434.0 | 31248 | 0.6876          | 0.2199 |
| 0.2377        | 435.0 | 31320 | 0.6827          | 0.2234 |
| 0.2566        | 436.0 | 31392 | 0.6920          | 0.2213 |
| 0.2384        | 437.0 | 31464 | 0.6734          | 0.2234 |
| 0.2477        | 438.0 | 31536 | 0.6992          | 0.2242 |
| 0.2347        | 439.0 | 31608 | 0.6837          | 0.2217 |
| 0.2345        | 440.0 | 31680 | 0.6852          | 0.2222 |
| 0.2457        | 441.0 | 31752 | 0.6891          | 0.2230 |
| 0.2512        | 442.0 | 31824 | 0.6976          | 0.2263 |
| 0.25          | 443.0 | 31896 | 0.6889          | 0.2232 |
| 0.2341        | 444.0 | 31968 | 0.6841          | 0.2266 |
| 0.252         | 445.0 | 32040 | 0.6981          | 0.2249 |
| 0.2486        | 446.0 | 32112 | 0.6958          | 0.2281 |
| 0.2402        | 447.0 | 32184 | 0.6826          | 0.2249 |
| 0.2477        | 448.0 | 32256 | 0.6867          | 0.2247 |
| 0.2304        | 449.0 | 32328 | 0.7022          | 0.2243 |
| 0.2376        | 450.0 | 32400 | 0.6948          | 0.2222 |
| 0.2388        | 451.0 | 32472 | 0.6771          | 0.2221 |
| 0.2544        | 452.0 | 32544 | 0.6841          | 0.2249 |
| 0.2428        | 453.0 | 32616 | 0.6886          | 0.2220 |
| 0.2438        | 454.0 | 32688 | 0.6903          | 0.2214 |
| 0.2463        | 455.0 | 32760 | 0.6781          | 0.2219 |
| 0.2355        | 456.0 | 32832 | 0.6784          | 0.2198 |
| 0.237         | 457.0 | 32904 | 0.6849          | 0.2231 |
| 0.2381        | 458.0 | 32976 | 0.6892          | 0.2220 |
| 0.23          | 459.0 | 33048 | 0.6782          | 0.2207 |
| 0.2359        | 460.0 | 33120 | 0.6789          | 0.2238 |
| 0.2382        | 461.0 | 33192 | 0.6829          | 0.2236 |
| 0.2438        | 462.0 | 33264 | 0.6928          | 0.2236 |
| 0.233         | 463.0 | 33336 | 0.6860          | 0.2216 |
| 0.2358        | 464.0 | 33408 | 0.6857          | 0.2236 |
| 0.2226        | 465.0 | 33480 | 0.6818          | 0.2202 |
| 0.2478        | 466.0 | 33552 | 0.6801          | 0.2222 |
| 0.2274        | 467.0 | 33624 | 0.6797          | 0.2203 |
| 0.2339        | 468.0 | 33696 | 0.6915          | 0.2224 |
| 0.2259        | 469.0 | 33768 | 0.6919          | 0.2220 |
| 0.2327        | 470.0 | 33840 | 0.6877          | 0.2225 |
| 0.2341        | 471.0 | 33912 | 0.6892          | 0.2235 |
| 0.2502        | 472.0 | 33984 | 0.6900          | 0.2227 |
| 0.234         | 473.0 | 34056 | 0.6839          | 0.2242 |
| 0.2289        | 474.0 | 34128 | 0.6885          | 0.2243 |
| 0.2311        | 475.0 | 34200 | 0.6911          | 0.2231 |
| 0.2374        | 476.0 | 34272 | 0.6834          | 0.2234 |
| 0.235         | 477.0 | 34344 | 0.6790          | 0.2223 |
| 0.2292        | 478.0 | 34416 | 0.6857          | 0.2233 |
| 0.2243        | 479.0 | 34488 | 0.6737          | 0.2243 |
| 0.235         | 480.0 | 34560 | 0.6831          | 0.2222 |
| 0.2337        | 481.0 | 34632 | 0.6769          | 0.2207 |
| 0.2258        | 482.0 | 34704 | 0.6784          | 0.2232 |
| 0.2276        | 483.0 | 34776 | 0.6917          | 0.2241 |
| 0.2379        | 484.0 | 34848 | 0.6806          | 0.2251 |
| 0.229         | 485.0 | 34920 | 0.6859          | 0.2232 |
| 0.2312        | 486.0 | 34992 | 0.6850          | 0.2236 |
| 0.2412        | 487.0 | 35064 | 0.6776          | 0.2221 |
| 0.2328        | 488.0 | 35136 | 0.6835          | 0.2230 |
| 0.2373        | 489.0 | 35208 | 0.6879          | 0.2222 |
| 0.234         | 490.0 | 35280 | 0.6868          | 0.2214 |
| 0.2274        | 491.0 | 35352 | 0.6869          | 0.2222 |
| 0.2332        | 492.0 | 35424 | 0.6861          | 0.2214 |
| 0.2291        | 493.0 | 35496 | 0.6881          | 0.2206 |
| 0.2301        | 494.0 | 35568 | 0.6877          | 0.2205 |
| 0.2258        | 495.0 | 35640 | 0.6898          | 0.2203 |
| 0.2351        | 496.0 | 35712 | 0.6883          | 0.2212 |
| 0.2345        | 497.0 | 35784 | 0.6915          | 0.2213 |
| 0.23          | 498.0 | 35856 | 0.6922          | 0.2217 |
| 0.2257        | 499.0 | 35928 | 0.6925          | 0.2216 |
| 0.2273        | 500.0 | 36000 | 0.6914          | 0.2205 |


### Framework versions

- Transformers 4.21.0.dev0
- Pytorch 1.9.1+cu102
- Datasets 2.3.3.dev0
- Tokenizers 0.12.1

{"license": "apache-2.0", "tags": ["automatic-speech-recognition", "gary109/AI_Light_Dance", "generated_from_trainer"], "model-index": [{"name": "ai-light-dance_singing3_ft_wav2vec2-large-xlsr-53-v2", "results": []}]}
transformers pytorch tensorboard wav2vec2 automatic-speech-recognition gary109/AI_Light_Dance generated_from_trainer license:apache-2.0 endpoints_compatible region:us
TAGS
#transformers #pytorch #tensorboard #wav2vec2 #automatic-speech-recognition #gary109/AI_Light_Dance #generated_from_trainer #license-apache-2.0 #endpoints_compatible #region-us 

ai-light-dance\_singing3\_ft\_wav2vec2-large-xlsr-53-v2
=======================================================


This model is a fine-tuned version of gary109/ai-light-dance\_singing3\_ft\_wav2vec2-large-xlsr-53-v2 on the GARY109/AI\_LIGHT\_DANCE - ONSET-SINGING3 dataset.
It achieves the following results on the evaluation set:


* Loss: 0.4660
* Wer: 0.2274


Model description
-----------------


More information needed


Intended uses & limitations
---------------------------


More information needed


Training and evaluation data
----------------------------


More information needed


Training procedure
------------------


### Training hyperparameters


The following hyperparameters were used during training:


* learning\_rate: 4e-05
* train\_batch\_size: 8
* eval\_batch\_size: 8
* seed: 42
* gradient\_accumulation\_steps: 8
* total\_train\_batch\_size: 64
* optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
* lr\_scheduler\_type: linear
* lr\_scheduler\_warmup\_steps: 1000
* num\_epochs: 500.0
* mixed\_precision\_training: Native AMP


### Training results



### Framework versions


* Transformers 4.21.0.dev0
* Pytorch 1.9.1+cu102
* Datasets 2.3.3.dev0
* Tokenizers 0.12.1



### Training hyperparameters


The following hyperparameters were used during training:


* learning\_rate: 4e-05
* train\_batch\_size: 8
* eval\_batch\_size: 8
* seed: 42
* gradient\_accumulation\_steps: 8
* total\_train\_batch\_size: 64
* optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
* lr\_scheduler\_type: linear
* lr\_scheduler\_warmup\_steps: 1000
* num\_epochs: 500.0
* mixed\_precision\_training: Native AMP ### Training results ### Framework versions


* Transformers 4.21.0.dev0
* Pytorch 1.9.1+cu102
* Datasets 2.3.3.dev0
* Tokenizers 0.12.1
TAGS
#transformers #pytorch #tensorboard #wav2vec2 #automatic-speech-recognition #gary109/AI_Light_Dance #generated_from_trainer #license-apache-2.0 #endpoints_compatible #region-us 
 ### Training hyperparameters


The following hyperparameters were used during training:


* learning\_rate: 4e-05
* train\_batch\_size: 8
* eval\_batch\_size: 8
* seed: 42
* gradient\_accumulation\_steps: 8
* total\_train\_batch\_size: 64
* optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
* lr\_scheduler\_type: linear
* lr\_scheduler\_warmup\_steps: 1000
* num\_epochs: 500.0
* mixed\_precision\_training: Native AMP ### Training results ### Framework versions


* Transformers 4.21.0.dev0
* Pytorch 1.9.1+cu102
* Datasets 2.3.3.dev0
* Tokenizers 0.12.1
passage: TAGS
#transformers #pytorch #tensorboard #wav2vec2 #automatic-speech-recognition #gary109/AI_Light_Dance #generated_from_trainer #license-apache-2.0 #endpoints_compatible #region-us 
### Training hyperparameters


The following hyperparameters were used during training:


* learning\_rate: 4e-05
* train\_batch\_size: 8
* eval\_batch\_size: 8
* seed: 42
* gradient\_accumulation\_steps: 8
* total\_train\_batch\_size: 64
* optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
* lr\_scheduler\_type: linear
* lr\_scheduler\_warmup\_steps: 1000
* num\_epochs: 500.0
* mixed\_precision\_training: Native AMP### Training results### Framework versions


* Transformers 4.21.0.dev0
* Pytorch 1.9.1+cu102
* Datasets 2.3.3.dev0
* Tokenizers 0.12.1