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Speaker Identification

6 papers with code · Speech

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Speaker Recognition from Raw Waveform with SincNet

29 Jul 2018mravanelli/SincNet

Rather than employing standard hand-crafted features, the latter CNNs learn low-level speech representations from waveforms, potentially allowing the network to better capture important narrow-band speaker characteristics such as pitch and formants.

SPEAKER IDENTIFICATION SPEAKER RECOGNITION SPEAKER VERIFICATION

Deep Speaker: an End-to-End Neural Speaker Embedding System

5 May 2017philipperemy/deep-speaker

We present Deep Speaker, a neural speaker embedding system that maps utterances to a hypersphere where speaker similarity is measured by cosine similarity.

SPEAKER IDENTIFICATION SPEAKER RECOGNITION

VoxCeleb: a large-scale speaker identification dataset

Interspeech 2018 a-nagrani/VGGVox

Our second contribution is to apply and compare various state of the art speaker identification techniques on our dataset to establish baseline performance.

SPEAKER IDENTIFICATION SPEAKER RECOGNITION SPEAKER VERIFICATION

On Learning Associations of Faces and Voices

15 May 2018changil/facevoice

We computationally model the overlapping information between faces and voices and show that the learned cross-modal representation contains enough information to identify matching faces and voices with performance similar to that of humans.

SPEAKER IDENTIFICATION

A Generative Product-of-Filters Model of Audio

20 Dec 2013dawenl/pof

We propose the product-of-filters (PoF) model, a generative model that decomposes audio spectra as sparse linear combinations of "filters" in the log-spectral domain.

SPEAKER IDENTIFICATION