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@@ -58,29 +58,29 @@ The following results are obtained in a greedy mode (no language model rescoring
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  Character error rates (CERs) and Word error rates (WERs) are given in the table below, on the 20 languages of the SSA subpart of the FLEURS dataset.
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- | **Languages** | **CER** | **WER** |
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- |:--------------------------------|:--------|:--------|
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- | **Afrikaans** | 23.8 | 68.3 |
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- | **Amharic** | 15.5 | 51.4 |
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- | **Fula** | 21.2 | 60.6 |
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- | **Ganda** | 11.7 | 53.3 |
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- | **Hausa** | 11.2 | 35.6 |
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- | **Igbo** | 20.9 | 57.9 |
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- | **Kamba** | 16.3 | 53.7 |
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- | **Lingala** | 8.7 | 24.2 |
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- | **Luo** | 10.2 | 38.5 |
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- | **Northen-Sotho** | 14.4 | 44.6 |
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- | **Nyanja** | 13.7 | 54.5 |
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- | **Oromo** | 22.9 | 77.4 |
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- | **Shona** | 11.2 | 48.2 |
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- | **Somali** | 21.9 | 64.5 |
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- | **Swahili** | 8.6 | 28.8 |
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- | **Umbundu** | 21.7 | 60.8 |
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- | **Wolof** | 19.2 | 54.2 |
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- | **Xhosa** | 12.4 | 52.3 |
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- | **Yoruba** | 25.0 | 68.0 |
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- | **Zulu** | 12.4 | 53.0 |
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- | *Overall average* | *16.1* | *52.5* |
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  ## Reproductibilty
 
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  Character error rates (CERs) and Word error rates (WERs) are given in the table below, on the 20 languages of the SSA subpart of the FLEURS dataset.
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+ | **Languages** | **CER** | **CER (joint finetuning)** | **WER** | **WER (joint finetuning)** |
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+ |:--------------------------------|:--------|:--------|:----------------------------|:---------------------------|
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+ | **Afrikaans** | 23.8 | 20.3 | 68.3 | 61.1 |
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+ | **Amharic** | 15.5 | 14.3 | 51.4 | 47.6 |
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+ | **Fula** | 21.2 | 17.7 | 60.6 | 55.4 |
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+ | **Ganda** | 11.7 | 11.1 | 53.3 | 52.0 |
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+ | **Hausa** | 11.2 | 10.1 | 35.6 | 33.8 |
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+ | **Igbo** | 20.9 | 17.2 | 57.9 | 52.4 |
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+ | **Kamba** | 16.3 | 15.9 | 53.7 | 54.3 |
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+ | **Lingala** | 8.7 | 7.4 | 24.2 | 21.4 |
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+ | **Luo** | 10.2 | 8.4 | 38.5 | 34.3 |
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+ | **Northen-Sotho** | 14.4 | 11.5 | 44.6 | 38.6 |
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+ | **Nyanja** | 13.7 | 11.3 | 54.5 | 48.1 |
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+ | **Oromo** | 22.9 | 21.2 | 77.4 | 74.3 |
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+ | **Shona** | 11.2 | 8.7 | 48.2 | 39.7 |
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+ | **Somali** | 21.9 | 20.0 | 64.5 | 60.6 |
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+ | **Swahili** | 8.6 | 6.5 | 28.8 | 24.4 |
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+ | **Umbundu** | 21.7 | 20.7 | 60.8 | 57.0 |
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+ | **Wolof** | 19.2 | 17.3 | 54.2 | 50.1 |
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+ | **Xhosa** | 12.4 | 10.1 | 52.3 | 47.1 |
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+ | **Yoruba** | 25.0 | 23.8 | 68.0 | 66.6 |
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+ | **Zulu** | 12.4 | 10.0 | 53.0 | 46.1 |
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+ | *Overall average* | *16.1* | *14.1* | *52.5* | *48.2*
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  ## Reproductibilty