A Comparative Study on Transformer vs RNN in Speech Applications

Benchmark Model Rank Results
speech-recognition-on-aishell-1CTC/Att#15Word Error Rate (WER): 6.7
speech-recognition-on-librispeech-test-cleanTransformer#93Word Error Rate (WER): 2.6
speech-recognition-on-librispeech-test-otherTransformer#89Word Error Rate (WER): 5.7