Before revision:  We show that this method can significantly reduce the WER while greatly reducing vocabulary size and memory requirements.
After revision:  We compare Morfessor and BPE statistical subword tokenizers and show that both methods can significantly improve the WER while greatly reducing vocabulary size and memory requirements.