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arXiv research

A locally-built, LLM-digested index of recent arXiv papers in quant finance, geometry/topology, and statistical ML — keyword search served straight from SQLite on this machine.

169,051 papers · 148 categories

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2 results for “ddCRP”

Fully Supervised Speaker Diarizationeess.AS

Paper proposes UIS-RNN for fully supervised speaker diarization.

problem Speaker diarization with unknown number of speakers and time-stamped labels.

method Parameter-sharing RNNs with interleaved states, ddCRP for clustering.

result 7.6% diarization error rate on NIST SRE 2000 CALLHOME.

speaker diarization fully supervised UIS-RNN ddCRP online decoding

2018-10-10abs ↗pdf ↗

Dirichlet Process with Mixed Random Measures: A Nonparametric Topic Model for Labeled Datacs.LG

We describe a nonparametric topic model for labeled data. The model uses a mixture of random measures (MRM) as a base distribution of the Dirichlet process (DP) of the HDP framework, so we call it the DP-MRM. To model labeled data, we define a DP distributed random measure for each label, and the resulting model genera…

2012-06-18abs ↗pdf ↗