Fact · Speech recognition
56data points
The formatted accuracy of on-device speech recognition: punctuation and capitals counted dataset holds 56 data points, each a published figure traced to its source.
Calculated from 56 data points on October 19, 2026
- How it is calculated
- Count of the published facts that are rows of the dataset: 56.
A statistic of the dataset Dictation Punctuation and Capitalization Accuracy, calculated by code from its published rows.
Calculated from
- In our October 2026 benchmark, counting punctuation and capital letters as a reader sees them, Apple SpeechTranscriber's text differed from the written German sentences by 10.55 errors per 100 tokens, against 6.87 for the words alone.
- In our October 2026 benchmark, counting punctuation and capital letters as a reader sees them, Apple SpeechTranscriber's text differed from the written English sentences by 11.10 errors per 100 tokens, against 6.73 for the words alone.
- In our October 2026 benchmark, counting punctuation and capital letters as a reader sees them, Apple SpeechTranscriber's text differed from the written Spanish sentences by 10.43 errors per 100 tokens, against 4.30 for the words alone.
- In our October 2026 benchmark, counting punctuation and capital letters as a reader sees them, Apple SpeechTranscriber's text differed from the written French sentences by 10.34 errors per 100 tokens, against 6.59 for the words alone.
- In our October 2026 benchmark, counting punctuation and capital letters as a reader sees them, Apple SpeechTranscriber's text differed from the written Italian sentences by 10.68 errors per 100 tokens, against 4.15 for the words alone.
- In our October 2026 benchmark, counting punctuation and capital letters as a reader sees them, Apple SpeechTranscriber's text differed from the written Portuguese sentences by 100.00 errors per 100 tokens, against 100.00 for the words alone.
- In our October 2026 benchmark, counting punctuation and capital letters as a reader sees them, Parakeet TDT 0.6B v3's text differed from the written Bulgarian sentences by 15.69 errors per 100 tokens, against 13.42 for the words alone.
- In our October 2026 benchmark, counting punctuation and capital letters as a reader sees them, Parakeet TDT 0.6B v3's text differed from the written Czech sentences by 12.75 errors per 100 tokens, against 10.44 for the words alone.
- In our October 2026 benchmark, counting punctuation and capital letters as a reader sees them, Parakeet TDT 0.6B v3's text differed from the written Danish sentences by 18.54 errors per 100 tokens, against 15.78 for the words alone.
- In our October 2026 benchmark, counting punctuation and capital letters as a reader sees them, Parakeet TDT 0.6B v3's text differed from the written German sentences by 7.06 errors per 100 tokens, against 4.84 for the words alone.
- In our October 2026 benchmark, counting punctuation and capital letters as a reader sees them, Parakeet TDT 0.6B v3's text differed from the written Greek sentences by 34.83 errors per 100 tokens, against 31.66 for the words alone.
- In our October 2026 benchmark, counting punctuation and capital letters as a reader sees them, Parakeet TDT 0.6B v3's text differed from the written English sentences by 8.18 errors per 100 tokens, against 4.48 for the words alone.
- In our October 2026 benchmark, counting punctuation and capital letters as a reader sees them, Parakeet TDT 0.6B v3's text differed from the written Spanish sentences by 5.44 errors per 100 tokens, against 2.79 for the words alone.
- In our October 2026 benchmark, counting punctuation and capital letters as a reader sees them, Parakeet TDT 0.6B v3's text differed from the written Estonian sentences by 15.29 errors per 100 tokens, against 14.17 for the words alone.
- In our October 2026 benchmark, counting punctuation and capital letters as a reader sees them, Parakeet TDT 0.6B v3's text differed from the written Finnish sentences by 12.10 errors per 100 tokens, against 10.11 for the words alone.
- In our October 2026 benchmark, counting punctuation and capital letters as a reader sees them, Parakeet TDT 0.6B v3's text differed from the written French sentences by 8.04 errors per 100 tokens, against 5.29 for the words alone.
- In our October 2026 benchmark, counting punctuation and capital letters as a reader sees them, Parakeet TDT 0.6B v3's text differed from the written Croatian sentences by 15.52 errors per 100 tokens, against 12.44 for the words alone.
- In our October 2026 benchmark, counting punctuation and capital letters as a reader sees them, Parakeet TDT 0.6B v3's text differed from the written Hungarian sentences by 16.56 errors per 100 tokens, against 14.09 for the words alone.
- In our October 2026 benchmark, counting punctuation and capital letters as a reader sees them, Parakeet TDT 0.6B v3's text differed from the written Italian sentences by 6.40 errors per 100 tokens, against 2.52 for the words alone.
- In our October 2026 benchmark, counting punctuation and capital letters as a reader sees them, Parakeet TDT 0.6B v3's text differed from the written Lithuanian sentences by 20.07 errors per 100 tokens, against 17.75 for the words alone.
- In our October 2026 benchmark, counting punctuation and capital letters as a reader sees them, Parakeet TDT 0.6B v3's text differed from the written Latvian sentences by 18.62 errors per 100 tokens, against 17.27 for the words alone.
- In our October 2026 benchmark, counting punctuation and capital letters as a reader sees them, Parakeet TDT 0.6B v3's text differed from the written Maltese sentences by 25.96 errors per 100 tokens, against 22.02 for the words alone.
- In our October 2026 benchmark, counting punctuation and capital letters as a reader sees them, Parakeet TDT 0.6B v3's text differed from the written Dutch sentences by 8.42 errors per 100 tokens, against 6.32 for the words alone.
- In our October 2026 benchmark, counting punctuation and capital letters as a reader sees them, Parakeet TDT 0.6B v3's text differed from the written Polish sentences by 11.07 errors per 100 tokens, against 8.21 for the words alone.
- In our October 2026 benchmark, counting punctuation and capital letters as a reader sees them, Parakeet TDT 0.6B v3's text differed from the written Portuguese sentences by 7.68 errors per 100 tokens, against 3.62 for the words alone.
- In our October 2026 benchmark, counting punctuation and capital letters as a reader sees them, Parakeet TDT 0.6B v3's text differed from the written Romanian sentences by 12.93 errors per 100 tokens, against 10.00 for the words alone.
- In our October 2026 benchmark, counting punctuation and capital letters as a reader sees them, Parakeet TDT 0.6B v3's text differed from the written Russian sentences by 7.37 errors per 100 tokens, against 4.74 for the words alone.
- In our October 2026 benchmark, counting punctuation and capital letters as a reader sees them, Parakeet TDT 0.6B v3's text differed from the written Slovak sentences by 10.29 errors per 100 tokens, against 8.45 for the words alone.
- In our October 2026 benchmark, counting punctuation and capital letters as a reader sees them, Parakeet TDT 0.6B v3's text differed from the written Slovenian sentences by 21.81 errors per 100 tokens, against 19.83 for the words alone.
- In our October 2026 benchmark, counting punctuation and capital letters as a reader sees them, Parakeet TDT 0.6B v3's text differed from the written Swedish sentences by 14.74 errors per 100 tokens, against 12.03 for the words alone.
- In our October 2026 benchmark, counting punctuation and capital letters as a reader sees them, Parakeet TDT 0.6B v3's text differed from the written Ukrainian sentences by 9.91 errors per 100 tokens, against 5.65 for the words alone.
- In our October 2026 benchmark, counting punctuation and capital letters as a reader sees them, Whisper large-v3-turbo's text differed from the written Bulgarian sentences by 17.71 errors per 100 tokens, against 15.87 for the words alone.
- In our October 2026 benchmark, counting punctuation and capital letters as a reader sees them, Whisper large-v3-turbo's text differed from the written Czech sentences by 13.30 errors per 100 tokens, against 11.49 for the words alone.
- In our October 2026 benchmark, counting punctuation and capital letters as a reader sees them, Whisper large-v3-turbo's text differed from the written Danish sentences by 16.90 errors per 100 tokens, against 14.57 for the words alone.
- In our October 2026 benchmark, counting punctuation and capital letters as a reader sees them, Whisper large-v3-turbo's text differed from the written German sentences by 7.10 errors per 100 tokens, against 5.08 for the words alone.
- In our October 2026 benchmark, counting punctuation and capital letters as a reader sees them, Whisper large-v3-turbo's text differed from the written Greek sentences by 16.10 errors per 100 tokens, against 11.96 for the words alone.
- In our October 2026 benchmark, counting punctuation and capital letters as a reader sees them, Whisper large-v3-turbo's text differed from the written English sentences by 7.71 errors per 100 tokens, against 3.92 for the words alone.
- In our October 2026 benchmark, counting punctuation and capital letters as a reader sees them, Whisper large-v3-turbo's text differed from the written Spanish sentences by 5.68 errors per 100 tokens, against 2.53 for the words alone.
- In our October 2026 benchmark, counting punctuation and capital letters as a reader sees them, Whisper large-v3-turbo's text differed from the written Estonian sentences by 20.52 errors per 100 tokens, against 19.91 for the words alone.
- In our October 2026 benchmark, counting punctuation and capital letters as a reader sees them, Whisper large-v3-turbo's text differed from the written Finnish sentences by 9.88 errors per 100 tokens, against 7.73 for the words alone.
- In our October 2026 benchmark, counting punctuation and capital letters as a reader sees them, Whisper large-v3-turbo's text differed from the written French sentences by 9.28 errors per 100 tokens, against 6.62 for the words alone.
- In our October 2026 benchmark, counting punctuation and capital letters as a reader sees them, Whisper large-v3-turbo's text differed from the written Croatian sentences by 14.21 errors per 100 tokens, against 11.34 for the words alone.
- In our October 2026 benchmark, counting punctuation and capital letters as a reader sees them, Whisper large-v3-turbo's text differed from the written Hungarian sentences by 19.28 errors per 100 tokens, against 17.21 for the words alone.
- In our October 2026 benchmark, counting punctuation and capital letters as a reader sees them, Whisper large-v3-turbo's text differed from the written Italian sentences by 7.65 errors per 100 tokens, against 2.73 for the words alone.
- In our October 2026 benchmark, counting punctuation and capital letters as a reader sees them, Whisper large-v3-turbo's text differed from the written Lithuanian sentences by 26.71 errors per 100 tokens, against 25.03 for the words alone.
- In our October 2026 benchmark, counting punctuation and capital letters as a reader sees them, Whisper large-v3-turbo's text differed from the written Latvian sentences by 20.35 errors per 100 tokens, against 18.64 for the words alone.
- In our October 2026 benchmark, counting punctuation and capital letters as a reader sees them, Whisper large-v3-turbo's text differed from the written Maltese sentences by 71.96 errors per 100 tokens, against 72.35 for the words alone.
- In our October 2026 benchmark, counting punctuation and capital letters as a reader sees them, Whisper large-v3-turbo's text differed from the written Dutch sentences by 8.99 errors per 100 tokens, against 6.59 for the words alone.
- In our October 2026 benchmark, counting punctuation and capital letters as a reader sees them, Whisper large-v3-turbo's text differed from the written Polish sentences by 10.48 errors per 100 tokens, against 7.70 for the words alone.
- In our October 2026 benchmark, counting punctuation and capital letters as a reader sees them, Whisper large-v3-turbo's text differed from the written Portuguese sentences by 7.45 errors per 100 tokens, against 3.28 for the words alone.
- In our October 2026 benchmark, counting punctuation and capital letters as a reader sees them, Whisper large-v3-turbo's text differed from the written Romanian sentences by 13.99 errors per 100 tokens, against 11.79 for the words alone.
- In our October 2026 benchmark, counting punctuation and capital letters as a reader sees them, Whisper large-v3-turbo's text differed from the written Russian sentences by 6.13 errors per 100 tokens, against 4.59 for the words alone.
- In our October 2026 benchmark, counting punctuation and capital letters as a reader sees them, Whisper large-v3-turbo's text differed from the written Slovak sentences by 12.58 errors per 100 tokens, against 11.51 for the words alone.
- In our October 2026 benchmark, counting punctuation and capital letters as a reader sees them, Whisper large-v3-turbo's text differed from the written Slovenian sentences by 25.26 errors per 100 tokens, against 23.51 for the words alone.
- In our October 2026 benchmark, counting punctuation and capital letters as a reader sees them, Whisper large-v3-turbo's text differed from the written Swedish sentences by 12.94 errors per 100 tokens, against 9.95 for the words alone.
- In our October 2026 benchmark, counting punctuation and capital letters as a reader sees them, Whisper large-v3-turbo's text differed from the written Ukrainian sentences by 10.09 errors per 100 tokens, against 6.83 for the words alone.