Test epoch | Steps: 1980 | Elapsed Time: 0:22:09
Test on audio/test/test.csv - WER: 0.879427, CER: 0.841129, loss: 789.895447
Best WER:
WER: 0.000000, CER: 0.000000, loss: 5.918374
- wav: file:audio/test/28.wav
- src: “the term new normal”
- res: “the term new normal”
WER: 0.000000, CER: 0.000000, loss: 2.896821
- wav: file:audio/test/48.wav
- src: “really instantly take away”
- res: “really instantly take away”
WER: 0.000000, CER: 0.000000, loss: 1.120514
- wav: file:audio/test/80.wav
- src: “and this is actually a great idea for”
- res: “and this is actually a great idea for”
WER: 0.111111, CER: 0.087719, loss: 20.143023
- wav: file:audio/test/file_733.wav
- src: " digging into things and using the search technology to "
- res: "digging into things and using the search technology "
WER: 0.142857, CER: 0.192771, loss: 34.474407
- wav: file:audio/test/file_1567.wav
- src: "and see where they talk positively or maybe not so positively about certain topics "
- res: “and see where they talk positively or maybe not so positively about”
Median WER:
WER: 0.883721, CER: 0.867299, loss: 916.896118
- wav: file:audio/test/file_1008.wav
- src: “yeah you see you’ve hit it right on the nail i mean we have been aggressively looking at home and you know it’s funny we started probably a month or so ago as we thought about look if we cancel this wedding like”
- res: "yeah you had read on the nail "
WER: 0.883721, CER: 0.831050, loss: 915.033203
- wav: file:audio/test/file_844.wav
- src: "where you’re spending time so i’m only getting like the cliff notes version of this and if you find it important enough right then that’s where you can kind of dig it so i’m not looking at the entire page or the report "
- res: “where you’re spending time in getting”
WER: 0.883721, CER: 0.848341, loss: 912.311768
- wav: file:audio/test/file_1147.wav
- src: " is there a way to set up a notification when companies report or something or new companies i guess oh yeah so i guess a new transcript has been added right if you add a watch list to an industry right its just"
- res: “he was set up a notification when”
WER: 0.884615, CER: 0.893238, loss: 1369.062134
- wav: file:audio/test/2042.wav
- src: “at the bottom of the language it said it was now in the digital media market which was the new market they bought their way into and it was catching the word market and it was catching the word expanded or improved or increased or whatever it might be completely different sentence”
- res: "at the bottom of the language "
WER: 0.884615, CER: 0.843750, loss: 1217.601196
- wav: file:audio/test/file_42.wav
- src: " available if you think about yourself as the ai you have these literally at your disposal for hey i want to search across this i don’t what are your kind of thoughts you think about the way that’s organized well we can get as you said a can’t get a lot of"
- res: "are available if you think about yourself the "
Worst WER:
WER: 1.000000, CER: 0.866667, loss: 39.513969
- wav: file:audio/test/file_718.wav
- src: "awesome awesome so i think we "
- res: “some”
WER: 1.000000, CER: 0.714286, loss: 29.982481
- wav: file:audio/test/14.wav
- src: “oh good”
- res: “algoma”
WER: 1.000000, CER: 0.880952, loss: 24.731026
- wav: file:audio/test/15.wav
- src: “yeah but so as a kind of noted in my email”
- res: “yahya”
WER: 1.000000, CER: 1.000000, loss: 18.603931
- wav: file:audio/test/11.wav
- src: “oh good”
- res: “”
WER: 1.000000, CER: 1.000000, loss: 1.595282
- wav: file:audio/test/57.wav
- src: “yeah”
- res: “”