M. Ryynänen

Publications
Influence

Automatic Transcription of Melody, Bass Line, and Chords in Polyphonic Music

M. Ryynänen, Anssi Klapuri
Computer Science
Computer Music Journal
1 September 2008

We propose a method for the automatic transcription of the melody, bass line, and chords in polyphonic pop music. Expand

Making an impression: force-controlled pen input for handheld devices

S. Mizobuchi, Shinya Terasaki, Turo Keski-Jaskari, J. Nousiainen, M. Ryynänen, Miika Silfverberg
Computer Science
CHI Extended Abstracts
2 April 2005

The properties of force-based input on a handheld device were examined. Expand

Query by humming of midi and audio using locality sensitive hashing

M. Ryynänen, A. Klapuri
Computer Science
IEEE International Conference on Acoustics…
12 May 2008

This paper proposes a query by humming method based on locality sensitive hashing (LSH). Expand

A small-scale sample preparation method with HPLC analysis for determination of tocopherols and tocotrienols in cereals

M. Ryynänen, A.-M. Lampi, P. Salo-Väänänen, V. Ollilainen, V. Piironen
Chemistry
1 December 2004

A small-scale sample preparation method was developed for reliable and economic analysis of tocopherols and tocotrienols in rye and other cereals. The saponification parameters were optimized using… Expand

Modelling of note events for singing transcription

M. Ryynänen, Anssi Klapuri
Computer Science
SAPA@INTERSPEECH
2004

This paper concerns the automatic transcription of music and proposes a method for transcribing sung melodies based on two probabilistic models: a note event model and a musicological model. Expand

Transcription of the Singing Melody in Polyphonic Music

M. Ryynänen, Anssi Klapuri
Computer Science
ISMIR
2006

This paper proposes a method for the automatic transcription of singing melodies in polyphonic music. Expand

Accompaniment separation and karaoke application based on automatic melody transcription

M. Ryynänen, T. Virtanen, J. Paulus, Anssi Klapuri
Computer Science
IEEE International Conference on Multimedia and…
26 August 2008

We propose a method for separating accompaniment from polyphonic music and its karaoke application, both based on automatic melody transcription. Expand

Combining pitch-based inference and non-negative spectrogram factorization in separating vocals from polyphonic music

T. Virtanen, A. Mesaros, M. Ryynänen
Computer Science
SAPA@INTERSPEECH
2008

This paper proposes a novel algorithm for separating vocals from polyphonic music accompaniment based on pitch-based inference and spectrogram factorization. Expand

Automatic Bass Line Transcription from Streaming Polyphonic Audio

M. Ryynänen, Anssi Klapuri
Computer Science
IEEE International Conference on Acoustics…
15 April 2007

We propose a method for the automatic transcription of the bass line in polyphonic music. Expand

Automatic Transcription of Pitch Content in Music and Selected Applications

M. Ryynänen
Engineering
12 December 2008

Transcription of music refers to the analysis of a music signal in order to produce a parametric representation of the sounding notes in the signal. This is conventionally carried out by listening to… Expand

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