A dictionary based approach for robust and syllable-independent audio input transcription for query by humming systems

E Unal, S Narayanan, E Chew, PG Georgiou… - Proceedings of the 1st …, 2006 - dl.acm.org
Transcription from audio to musical representation is a challenging problem for Query by
Humming (QBH) systems. In this paper, we propose a two step note transcription process
consisting of an algorithm that uses a speech recognizer for note segmentation followed by
signal processing for robust location and capture of pitch and duration in the humming audio
input. In contrast to most Hidden Markov Model based approaches to QBH systems that
model and classify humming into a single universal model, we designed a flexible speech …

[PDF][PDF] A Dictionary Based Approach for Robust and Syllable-Independent Audio Input Transcription for Query by Humming Systems

EUSNE Chew, PGGN Dahlin - 2006 - academia.edu
Transcription from audio to musical representation is a challenging problem for Query by
Humming (QBH) systems. In this paper, we propose a two step note transcription process
consisting of an algorithm that uses a speech recognizer for note segmentation followed by
signal processing for robust location and capture of pitch and duration in the humming audio
input. In contrast to most Hidden Markov Model based approaches to QBH systems that
model and classify humming into a single universal model, we designed a flexible speech …
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