wav2vec2 xls r 1b ca lm This model is a fine tuned version of facebook/wav2vec2 xls r 300m on the MOZILLA FOUNDATION/COMMON VOICE 8 0 CA, the tv3 parla and parlament parla datasets. Model description Please check the original facebook/wav2vec2 xls r 1b Model card. This is just a finetuned version of that model. Intended uses & limitations As any model trained on crowdsourced data, this model can show the biases and particularities of the data and model used to train this model. Moreover, since this is a speech recognition model, it may underperform for some lower resourced dialects for the catalan language. Training and evaluation data Training procedure The data is preprocessed to remove characters not on the catalan alphabet. Moreover, numbers are verbalized using code provided by @ccoreilly, which can be found on the text/ folder or here. Training results Check the Tensorboard tab to check the training profile and evaluation results along training. The model was evaluated on the test splits for each of the datasets used during training. Training hyperparameters The following hyperparameters were used during training: learning rate: 2e 05 train batch size: 8 eval batch size: 8 se…
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