Search Results for author: James Fan

Found 7 papers, 0 papers with code

A Large Scale Speech Sentiment Corpus

no code implementations LREC 2020 Eric Chen, Zhiyun Lu, Hao Xu, Liangliang Cao, Yu Zhang, James Fan

We present a multimodal corpus for sentiment analysis based on the existing Switchboard-1 Telephone Speech Corpus released by the Linguistic Data Consortium.

Sentiment Analysis

Speech Sentiment Analysis via Pre-trained Features from End-to-end ASR Models

no code implementations21 Nov 2019 Zhiyun Lu, Liangliang Cao, Yu Zhang, Chung-Cheng Chiu, James Fan

In this paper, we propose to use pre-trained features from end-to-end ASR models to solve speech sentiment analysis as a down-stream task.

Sentiment Analysis

Poker-CNN: A Pattern Learning Strategy for Making Draws and Bets in Poker Games

no code implementations22 Sep 2015 Nikolai Yakovenko, Liangliang Cao, Colin Raffel, James Fan

The contributions of this paper include: (1) a novel representation for poker games, extendable to different poker variations, (2) a CNN based learning model that can effectively learn the patterns in three different games, and (3) a self-trained system that significantly beats the heuristic-based program on which it is trained, and our system is competitive against human expert players.

Game of Poker

Analysis of Watson's Strategies for Playing Jeopardy!

no code implementations4 Feb 2014 Gerald Tesauro, David C. Gondek, Jonathan Lenchner, James Fan, John M. Prager

After giving a detailed description of each of our game-strategy algorithms, we then focus in particular on validating the accuracy of the simulators predictions, and documenting performance improvements using our methods.

Decision Making General Knowledge +1

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