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Acoustic Modelling

4 papers with code · Speech

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End-to-End Attention-based Large Vocabulary Speech Recognition

18 Aug 2015rizar/attention-lvcsr

Many of the current state-of-the-art Large Vocabulary Continuous Speech Recognition Systems (LVCSR) are hybrids of neural networks and Hidden Markov Models (HMMs).

ACOUSTIC MODELLING LANGUAGE MODELLING LARGE VOCABULARY CONTINUOUS SPEECH RECOGNITION SPEECH RECOGNITION

Acoustic Model Adaptation from Raw Waveforms with SincNet

30 Sep 2019jfainberg/sincnet_adapt

Raw waveform acoustic modelling has recently gained interest due to neural networks' ability to learn feature extraction, and the potential for finding better representations for a given scenario than hand-crafted features.

ACOUSTIC MODELLING