Search Results for author: Bj{\"o}rn Schuller

Found 4 papers, 0 papers with code

Contextual Bidirectional Long Short-Term Memory Recurrent Neural Network Language Models: A Generative Approach to Sentiment Analysis

no code implementations EACL 2017 Amr Mousa, Bj{\"o}rn Schuller

We introduce a novel type of LM using a modified version of bidirectional LSTM (BLSTM) called contextual BLSTM (cBLSTM), where the probability of a word is estimated based on its full left and right contexts.

Decision Making Dimensionality Reduction +5

Assessing the Prosody of Non-Native Speakers of English: Measures and Feature Sets

no code implementations LREC 2016 Eduardo Coutinho, Florian H{\"o}nig, Yue Zhang, Simone Hantke, Anton Batliner, Elmar N{\"o}th, Bj{\"o}rn Schuller

We also discuss the impact of various fusion strategies on performance. Overall, our results demonstrate that the prosody of non-native speakers of English as L2 can be reliably assessed using supra-segmental audio features; prosodic features seem to be the most important ones.

regression

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