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parakeet-tdt-0.6b-v3

Automatic Speech Recognition

hf-asr-leaderboard

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nithinraok commited on 15 days ago

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f4e96f3

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1 Parent(s): f89a158

add snr values

Signed-off-by: nithinraok <[email protected]>

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README.md +5 -4

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@@ -446,10 +446,11 @@ Performance across different Signal-to-Noise Ratios (SNR) using MUSAN music and
 | **SNR Level** | **Avg WER** | **AMI** | **Earnings** | **GigaSpeech** | **LS test-clean** | **LS test-other** | **SPGI** | **Tedlium** | **VoxPopuli** | **Relative Change** |
 |:---------------|:-------------:|:----------:|:------------:|:----------------:|:-----------------:|:-----------------:|:-----------:|:-------------:|:---------------:|:-----------------:|
-| Clean | 6.35 | 11.36 | 11.42 | 9.57 | 1.93 | 3.59 | 3.98 | 2.80 | 6.13 | - |
-| SNR 50 | TBD | TBD | TBD | TBD | TBD | TBD | TBD | TBD | TBD | TBD |
-| SNR 25 | TBD | TBD | TBD | TBD | TBD | TBD | TBD | TBD | TBD | TBD |
-| SNR 5 | TBD | TBD | TBD | TBD | TBD | TBD | TBD | TBD | TBD | TBD  |

 | **SNR Level** | **Avg WER** | **AMI** | **Earnings** | **GigaSpeech** | **LS test-clean** | **LS test-other** | **SPGI** | **Tedlium** | **VoxPopuli** | **Relative Change** |
 |:---------------|:-------------:|:----------:|:------------:|:----------------:|:-----------------:|:-----------------:|:-----------:|:-------------:|:---------------:|:-----------------:|
+| Clean | 6.34% | 11.31% | 11.42% | 9.59% | 1.93% | 3.59% | 3.97% | 2.75% | 6.14% | - |
+| SNR 10 | 7.12% | 13.99% | 11.79% | 9.96% | 2.15% | 4.55% | 4.45% | 3.05% | 6.99% | 11.59% |
+| SNR 5 | 8.23% | 17.59% | 13.01% | 10.69% | 2.62% | 6.05% | 5.23% | 3.33% | 7.31% | 15.61% |
+| SNR 0 | 11.66% | 24.44% | 17.34% | 13.60% | 4.82% | 10.38% | 8.41% | 5.39% | 8.91% | 41.73% |
+| SNR -5 | 19.88% | 34.91% | 26.92% | 21.41% | 12.21% | 19.98% | 16.96% | 11.36% | 15.30% | 70.48% |