Fact · Speech recognition
15data points
The on-device speech recognition in background talk (babble noise) dataset holds 15 data points, each a published figure traced to its source.
Calculated from 15 data points on October 19, 2026
- How it is calculated
- Count of the published facts that are rows of the dataset: 15.
A statistic of the dataset Dictation in Noise: Speech Recognition Accuracy Tested, calculated by code from its published rows.
Calculated from
- In our October 2026 test on a Mac with an M2 Pro, Apple SpeechTranscriber had a word error rate of 6.73 percent on 100 English FLEURS recordings with no noise added.
- In our October 2026 test on a Mac with an M2 Pro, Apple SpeechTranscriber had a word error rate of 71.88 percent on 100 English FLEURS recordings with background talk as loud as the speaker.
- In our October 2026 test on a Mac with an M2 Pro, Apple SpeechTranscriber had a word error rate of 13.87 percent on 100 English FLEURS recordings with background talk 10 dB quieter than the speaker (a busy office or cafe).
- In our October 2026 test on a Mac with an M2 Pro, Apple SpeechTranscriber had a word error rate of 7.61 percent on 100 English FLEURS recordings with background talk 20 dB quieter than the speaker (a quiet office).
- In our October 2026 test on a Mac with an M2 Pro, Apple SpeechTranscriber had a word error rate of 31.34 percent on 100 English FLEURS recordings with background talk 5 dB quieter than the speaker (a loud cafe).
- In our October 2026 test on a Mac with an M2 Pro, Parakeet TDT 0.6B v3 had a word error rate of 4.44 percent on 100 English FLEURS recordings with no noise added.
- In our October 2026 test on a Mac with an M2 Pro, Parakeet TDT 0.6B v3 had a word error rate of 44.47 percent on 100 English FLEURS recordings with background talk as loud as the speaker.
- In our October 2026 test on a Mac with an M2 Pro, Parakeet TDT 0.6B v3 had a word error rate of 4.48 percent on 100 English FLEURS recordings with background talk 10 dB quieter than the speaker (a busy office or cafe).
- In our October 2026 test on a Mac with an M2 Pro, Parakeet TDT 0.6B v3 had a word error rate of 4.44 percent on 100 English FLEURS recordings with background talk 20 dB quieter than the speaker (a quiet office).
- In our October 2026 test on a Mac with an M2 Pro, Parakeet TDT 0.6B v3 had a word error rate of 7.85 percent on 100 English FLEURS recordings with background talk 5 dB quieter than the speaker (a loud cafe).
- In our October 2026 test on a Mac with an M2 Pro, Whisper large-v3-turbo had a word error rate of 3.78 percent on 100 English FLEURS recordings with no noise added.
- In our October 2026 test on a Mac with an M2 Pro, Whisper large-v3-turbo had a word error rate of 66.09 percent on 100 English FLEURS recordings with background talk as loud as the speaker.
- In our October 2026 test on a Mac with an M2 Pro, Whisper large-v3-turbo had a word error rate of 5.51 percent on 100 English FLEURS recordings with background talk 10 dB quieter than the speaker (a busy office or cafe).
- In our October 2026 test on a Mac with an M2 Pro, Whisper large-v3-turbo had a word error rate of 4.20 percent on 100 English FLEURS recordings with background talk 20 dB quieter than the speaker (a quiet office).
- In our October 2026 test on a Mac with an M2 Pro, Whisper large-v3-turbo had a word error rate of 13.92 percent on 100 English FLEURS recordings with background talk 5 dB quieter than the speaker (a loud cafe).