Single headed attention based sequence-to-sequence model for state-of-the-art results on Switchboard — mentioned by albertzeyer

Thu, 22 Oct 2020 12:15:45 GMT

This (https://arxiv.org/abs/2010.03449) is by far not the first publication which claims super human speech recognition, or human parity. For example https://arxiv.org/abs/1610.05256 or https://arxiv.org/abs/1703.02136. And since then, the WER has dropped much more on the same dataset (Switchboard), for example https://arxiv.org/abs/2001.07263. They highlight here the aspect of low latency, so this work might be current SOTA under this condition. Anyway, yes, we have reached human parity, or even surpassed it, for this dataset, under the same conditions. The conditions are: * English…

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Single headed attention based sequence-to-sequence model for state-of-the-art results on Switchboard · HackerPapers discussions

Single headed attention based sequence-to-sequence model for state-of-the-art results on Switchboard — mentioned by albertzeyer