Music-piece classifying apparatus and method, and related computer program
View Patent ↗A bibliographic-information impression word is generated from a bibliographic information segment about selected one of music pieces. An acoustic feature quantity of an audio signal representing the selected music piece is calculated. A feature-quantity impression word is generated from the calculated acoustic feature quantity. A degree of conformity between the bibliographic-information impression word and the feature-quantity impression word is determined. Both the bibliographic-information impression word and the feature-quantity impression word are selected as final impression words when the determined conformity degree is greater than a predetermined threshold value. One is selected from the bibliographic-information impression word and the feature-quantity impression word as a final impression word when the determined conformity degree is not greater than the predetermined threshold value. A signal representing the final impression word or words is stored into a storage in relation to the selected music piece.
1. A music-piece classifying apparatus comprising:
means for generating bibliographic-information impression words on the basis of bibliographic information segments about music pieces;
means for generating feature-quantity impression words on the basis of acoustic feature quantities of audio signals representing the music pieces;
means for determining a degree of conformity between the bibliographic-information impression word and the feature-quantity impression word for each of the music pieces;
means for selecting both the bibliographic-information impression word and the feature-quantity impression word as final impression words when the determined degree is greater than a predetermined threshold value for each of the music pieces;
means for selecting either the bibliographic-information impression word or the feature-quantity impression word as a final impression word when the determined degree is not greater than the predetermined threshold value for each of the music pieces; and
means for classifying the music pieces according to the final impression words.
2. A music-piece classifying apparatus comprising:
means for generating bibliographic-information impression words on the basis of bibliographic information segments about music pieces;
means for generating feature-quantity impression words on the basis of acoustic feature quantities of audio signals representing the music pieces;
means for deriving confidences corresponding to the respective bibliographic-information impression words;
means for deriving probabilities corresponding to the respective feature-quantity impression words;
means for adding the derived confidences and the derived probabilities to get addition-result values for respective combinations of the bibliographic-information impression words and the feature-quantity impression words or ranking the bibliographic-information impression words and the feature-quantity impression words according to the derived confidences and the derived probabilities;
means for selecting the bibliographic-information impression word and the feature-quantity impression word in a combination greatest in addition-result value as final impression words, or selecting, from the bibliographic-information impression words and the feature-quantity impression words, a prescribed number of ones higher in rank as final impression words, or selecting the bibliographic-information impression words and the feature-quantity impression words in combinations corresponding to addition-result values greater than a prescribed value as final impression words; and
means for classifying the music pieces according to the final impression words.
3. A music-piece classifying apparatus comprising:
means for generating positively-assigned and negatively-assigned candidate impression words on the basis of bibliographic information segments about music pieces;
means for selecting, from the candidate impression words, ones not canceled by the negatively-assigned candidate impression words as bibliographic-information impression words;
means for generating feature-quantity impression words on the basis of acoustic feature quantities of audio signals representing the music pieces;
means for selecting ones from the bibliographic-information impression words and the feature-quantity impression words as final impression words assigned to the respective music pieces through a prescribed deciding process; and
means for classifying the music pieces according to the final impression words.