Search Results for author: Emir Demirel

Found 5 papers, 3 papers with code

Deep Embeddings for Robust User-Based Amateur Vocal Percussion Classification

no code implementations10 Apr 2022 Alejandro Delgado, Emir Demirel, Vinod Subramanian, Charalampos Saitis, Mark Sandler

Vocal Percussion Transcription (VPT) is concerned with the automatic detection and classification of vocal percussion sound events, allowing music creators and producers to sketch drum lines on the fly.

Classification feature selection +2

Computational Pronunciation Analysis in Sung Utterances

1 code implementation21 Jun 2021 Emir Demirel, Sven Ahlback, Simon Dixon

Recent automatic lyrics transcription (ALT) approaches focus on building stronger acoustic models or in-domain language models, while the pronunciation aspect is seldom touched upon.

Automatic Lyrics Transcription Sentence

Automatic Lyrics Transcription using Dilated Convolutional Neural Networks with Self-Attention

2 code implementations13 Jul 2020 Emir Demirel, Sven Ahlback, Simon Dixon

Speech recognition is a well developed research field so that the current state of the art systems are being used in many applications in the software industry, yet as by today, there still does not exist such robust system for the recognition of words and sentences from singing voice.

Automatic Lyrics Transcription speech-recognition

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