A streaming, layer-reduced WavLM predicts discrete speech units with 50% fewer FLOPs, but the paper's reported low error rates for that configuration are contradicted by its own tables.
However, this issue can be mitigated by limiting the future window size of the S2U module
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On-device Streaming Discrete Speech Units
A streaming, layer-reduced WavLM predicts discrete speech units with 50% fewer FLOPs, but the paper's reported low error rates for that configuration are contradicted by its own tables.