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Greatest papers with code

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

WGANSing

Interspeech 2019 MTG/WGANSing

We present a deep neural network based singing voice synthesizer, inspired by the Deep Convolutions Generative Adversarial Networks (DCGAN) architecture and optimized using the Wasserstein-GAN algorithm.

ACOUSTIC MODELLING

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

Multilingual Bottleneck Features for Improving ASR Performance of Code-Switched Speech in Under-Resourced Languages

31 Oct 2020ewaldvdw/kaldi

In this work, we explore the benefits of using multilingual bottleneck features (mBNF) in acoustic modelling for the automatic speech recognition of code-switched (CS) speech in African languages.

ACOUSTIC MODELLING SPEECH RECOGNITION