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ISMIR
2005
Springer
175views Music» more  ISMIR 2005»
14 years 5 months ago
A Classification Approach to Melody Transcription
Melodies provide an important conceptual summarization of polyphonic audio. The extraction of melodic content has practical applications ranging from content-based audio retrieval...
Graham E. Poliner, Daniel P. W. Ellis
ISMIR
2005
Springer
168views Music» more  ISMIR 2005»
14 years 5 months ago
A Novel HMM Approach to Melody Spotting in Raw Audio Recordings
This paper presents a melody spotting system based on Variable Duration Hidden Markov Models (VDHMM’s), capable of locating monophonic melodies in a database of raw audio record...
Aggelos Pikrakis, Sergios Theodoridis
ISMIR
2005
Springer
151views Music» more  ISMIR 2005»
14 years 5 months ago
Markov Random Fields and Maximum Entropy Modeling for Music Information Retrieval
Music information retrieval is characterized by a number of various user information needs. Systems are being developed that allow searchers to find melodies, rhythms, genres, an...
Jeremy Pickens, Costas S. Iliopoulos
ISMIR
2005
Springer
139views Music» more  ISMIR 2005»
14 years 5 months ago
Classifier Combination for Capturing Musical Variation
At its heart, music information retrieval is characterized by the need to find the similarity between pieces of music. However, “similar” does not mean “the same”. Theref...
Jeremy Pickens
ISMIR
2005
Springer
165views Music» more  ISMIR 2005»
14 years 5 months ago
Rhythm Classification Using Spectral Rhythm Patterns
In this paper, we study the use of spectral patterns to represent the characteristics of the rhythm of an audio signal. A function representing the position of onsets over time is...
Geoffroy Peeters
ISMIR
2005
Springer
120views Music» more  ISMIR 2005»
14 years 5 months ago
User Evaluation of a New Interactive Playlist Generation Concept
Selecting the ‘right’ songs and putting them in the ‘right’ order are key to a great music listening or dance experience. ‘SatisFly’ is an interactive playlist generat...
Steffen Pauws, Sander van de Wijdeven
ISMIR
2005
Springer
179views Music» more  ISMIR 2005»
14 years 5 months ago
Evaluation of Feature Extractors and Psycho-Acoustic Transformations for Music Genre Classification
We present a study on the importance of psycho-acoustic transformations for effective audio feature calculation. From the results, both crucial and problematic parts of the algori...
Thomas Lidy, Andreas Rauber
ISMIR
2005
Springer
171views Music» more  ISMIR 2005»
14 years 5 months ago
A Histogram Algorithm for Fast Audio Retrieval
This paper describes a fast audio detection method for specific audio retrieval in the AV stream. The method is a histogram matching algorithm based on structural and perceptual f...
Wei Liang, Shuwu Zhang, Bo Xu
ISMIR
2005
Springer
128views Music» more  ISMIR 2005»
14 years 5 months ago
A Hierarchical Approach for Audio Stream Segmentation and Classification
This paper describes a hierarchical approach for fast audio stream segmentation and classification. With this approach, the audio stream is firstly segmented into audio clips by M...
Wei Liang, Shuwu Zhang, Bo Xu
ISMIR
2005
Springer
170views Music» more  ISMIR 2005»
14 years 5 months ago
Applications of Binary Classification and Adaptive Boosting to the Query-By-Humming Problem
In the “query-by-humming” problem, we attempt to retrieve a specific song from a target set based on a sung query. Recent evaluations of query-by-humming systems show that th...
Charles L. Parker