Classifying Unprompted Speech by Retraining LSTM Nets

By Nicole Beringer, Alex Graves, Florian Schiel, J. Urgen Schmidhuber. 2005

11 citations recorded by the source corpus.

Subfields: Artificial Intelligence

Citations in the corpus

• Deep learning in neural networks: An overview (2014, neutral): “Nevertheless, when trained from scratch on utterances from the TIDIGITS speech database, in 2003 LSTM already obtained results comparable to those of HMM-based systems (Graves et al., 2003; Beringer et al., 2005; Graves et al., 2006).”
• Understanding LSTM - a tutorial into Long Short-Term Memory Recurrent Neural Networks (2019, unknown): “Better results comparable to Hidden-Markov-Model (HMM)-based systems [7] were achieved using bidirectional training with BLSTM [6, 34].”