Essays about: "Arvid Fahlström Myrman"

Found 1 essay containing the words Arvid Fahlström Myrman.

  1. 1. Increasing speaker invariance in unsupervised speech learning by partitioning probabilistic models using linear siamese networks

    University essay from KTH/Tal, musik och hörsel, TMH

    Author : Arvid Fahlström Myrman; [2017]
    Keywords : speech recognition; unsupervised speech learning; unsupervised acoustic modelling; siamese networks; linear networks; speech embeddings; dimensionality reduction;

    Abstract : Unsupervised learning of speech is concerned with automatically finding patterns such as words or speech sounds, without supervision in the form of orthographical transcriptions or a priori knowledge of the language. However, a fundamental problem is that unsupervised speech learning methods tend to discover highly speaker-specific and context-dependent representations of speech. READ MORE