08:37:34 Anon. Recall Capacity: Monotonic means order synchronous? 08:38:36 Anon. Recall Capacity: thanks 08:42:33 Bhiksha (Prof): All of you, pay attention here. This is relevant to HW4P2:-) 08:43:22 Reshmi Ghosh (TA): ^^ 08:53:02 Anon. Uniform Distribution: Concerning building phoneme lexicons, I'm curious to know what techniques have proven most effective in augmenting the CMU pronouncing dictionary/alternatives. Particularly in cases where a word is not found the dictionary. 08:53:33 Bhiksha (Prof): Many pronunciation-guessing tools have been developed. 08:53:50 Bhiksha (Prof): Using decision trees, HMMs and even neural networks 08:54:28 Anon. Uniform Distribution: Interesting. Thank you Prof. Bhiksha. 09:06:19 Anon. Recall Capacity: lol 09:07:02 Bhiksha (Prof): the ideal effort-to-award ratio:-) 09:09:44 Bhiksha (Prof): This was a *great* overview. 09:10:43 Reshmi Ghosh (TA): I love how Bhiksha is having fun in the chat today:P 09:13:05 Bhiksha (Prof): @students -- *highly* recommend testing ESPnet out. It is a terrific platform, and work on it has high publication potential. 09:24:09 Anon. Supervised: lol 09:24:27 Bhiksha (Prof): tensorboard!!! 09:24:45 Anon. Recall Capacity: multiple monitors + tensorboard 09:30:06 Kushal Saharan (TA): Thanks Professor! 09:30:13 Anon. Supervised: Thank you!! 09:30:49 Anon. Encoder: Thank you! ありがとうございます! 09:30:53 Anon. Asynchronous Update: Thank you Professor! 09:31:17 Anon. Kalman Filter: thank you! 09:31:19 Anon. NLLLoss: ありがとうございます! 09:31:20 Anon. Deep Dream: Thank you!