HierSpeech-U can adapt to a novel speaker by utilizing self-supervised speech representations without text transcripts.

Mark Wahlberg straightens his tie and beams at the audience as he takes his seat on daytime talk show The View, ahead of his hotly anticipated interview. Immediately, he's unsettled by the host, Joy Behar. Her eyes seem shifty, suspicious, even predatory. There's a sense, almost, of the uncanny valley--her presence feels oddly inhuman. His instincts are right, of course, and he's soon forced to defend himself against a barrage of cruel insults playing on his deepest vulnerabilities.

Welcome to Slate's weekly news quiz. It's Friday, which means it's time to test your knowledge of the week's news events. Your host, Ray Hamel, has concocted questions on news topics ranging from politics to business, from culture to sports to science. At the end of the quiz, you'll be able to compare your score with that of the average contestant, as well as that of a Slatester who has agreed to take the quiz on the record. This week's contestant is senior editor Rebecca Onion.

In this experiment we train both ProtoNet and proposed MProtoNet+KML on a meta-dataset constructed by combining Omniglot and FC100 few-shot tasks. We samples 300 meta-train Omniglot tasks, and a meta-test FC100 task as target task to perform transference analysis.

One key failure case was answers in the form of "the answer must be something that is ." Q: What might someone get from learning about science? Answer Choices: (a) headache (b) see things differently (c) increased knowledge (d) accidents (e) appreciation of nature A: The answer must be something that someone would get from learning about science. Learning about science would increase knowledge. Therefore, the answer is increased knowledge (c). These rationales, while perhaps useful to the model, read to us as opaque and unexplanatory. Sometimes the model will imply the answer that it has chosen in its question. Q: The christian rock band was on a large stage, the singer's foot got caught on a wire and he had a small what? Answer Choices: (a) commit sin (b) fail (c) disobey (d) stumble (e) boo boo A: The answer must be something that would cause the singer to stumble. The singer's foot got caught on a wire, so he would stumble.