用变化时间和频谱内容的声码器进行音乐情感分类。

IF 2.6 2区 医学 Q1 AUDIOLOGY & SPEECH-LANGUAGE PATHOLOGY Trends in Hearing Pub Date : 2023-01-01 DOI:10.1177/23312165221141142
Eleanor E Harding, Etienne Gaudrain, Imke J Hrycyk, Robert L Harris, Barbara Tillmann, Bert Maat, Rolien H Free, Deniz Başkent
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引用次数: 1

摘要

虽然之前的研究对人工耳蜗(CI)使用者的音乐情绪感知进行了调查,发现通知节奏的时间线索在很大程度上传达了情绪唤醒(放松/刺激),但尚不清楚时间内容的其他特性如何有助于唤醒特征的传递。此外,虽然与音乐的音高和和声相关的详细频谱信息——通常不被CI用户很好地感知——据报道传达了情绪效价(积极的,消极的),但频谱内容的质量如何有助于效价感知仍不清楚。因此,本研究使用声码器来改变音乐的时间和频谱内容,并在23名听力正常的参与者中测试音乐情绪分类(快乐,恐惧,宁静,悲伤)。声码器有两种载体(正弦波或噪声;主要调制时间信息),以及两个滤波顺序(低或高;主要调制光谱信息)。结果表明,在语音编码的节选中,情绪分类高于机会,但低于非语音编码的控制条件。在语音编码条件下,较好的时间内容(正弦波载波)对情绪分类的改善作用较大,而较好的频谱内容(高滤波阶数)对情绪分类的改善作用较小。唤醒特征在非声编码和声编码条件下的传递效果相当,表明较低的时间内容成功地传递了情绪唤醒。在语音编码条件下,价特征透射率急剧下降,表明在低谱和高谱条件下,价特征感知都很困难。对声音编码音乐的情绪分类依赖于唤醒信息,这表明在CI用户信号中提炼时间线索的努力可能会立即有利于他们的音乐情感感知。
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Musical Emotion Categorization with Vocoders of Varying Temporal and Spectral Content.

While previous research investigating music emotion perception of cochlear implant (CI) users observed that temporal cues informing tempo largely convey emotional arousal (relaxing/stimulating), it remains unclear how other properties of the temporal content may contribute to the transmission of arousal features. Moreover, while detailed spectral information related to pitch and harmony in music - often not well perceived by CI users- reportedly conveys emotional valence (positive, negative), it remains unclear how the quality of spectral content contributes to valence perception. Therefore, the current study used vocoders to vary temporal and spectral content of music and tested music emotion categorization (joy, fear, serenity, sadness) in 23 normal-hearing participants. Vocoders were varied with two carriers (sinewave or noise; primarily modulating temporal information), and two filter orders (low or high; primarily modulating spectral information). Results indicated that emotion categorization was above-chance in vocoded excerpts but poorer than in a non-vocoded control condition. Among vocoded conditions, better temporal content (sinewave carriers) improved emotion categorization with a large effect while better spectral content (high filter order) improved it with a small effect. Arousal features were comparably transmitted in non-vocoded and vocoded conditions, indicating that lower temporal content successfully conveyed emotional arousal. Valence feature transmission steeply declined in vocoded conditions, revealing that valence perception was difficult for both lower and higher spectral content. The reliance on arousal information for emotion categorization of vocoded music suggests that efforts to refine temporal cues in the CI user signal may immediately benefit their music emotion perception.

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来源期刊
Trends in Hearing
Trends in Hearing AUDIOLOGY & SPEECH-LANGUAGE PATHOLOGYOTORH-OTORHINOLARYNGOLOGY
CiteScore
4.50
自引率
11.10%
发文量
44
审稿时长
12 weeks
期刊介绍: Trends in Hearing is an open access journal completely dedicated to publishing original research and reviews focusing on human hearing, hearing loss, hearing aids, auditory implants, and aural rehabilitation. Under its former name, Trends in Amplification, the journal established itself as a forum for concise explorations of all areas of translational hearing research by leaders in the field. Trends in Hearing has now expanded its focus to include original research articles, with the goal of becoming the premier venue for research related to human hearing and hearing loss.
期刊最新文献
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