通过音频内容分析进行录音艺术家职业生涯比较
1Music Department, Durham University, Durham, UK.
Royal Society open science
|July 31, 2025
概括
计算音乐学使用音频内容分析来比较艺术家.
科学领域:
- 计算音乐学的音乐学.
- 音乐信息检索和检索
- 数字人文学科 数字人文学科
背景情况:
- 音频内容分析为比较音乐研究提供了新的方法.
- 自动音乐转录虽然不完美,但为分析提供一致,公正的数据.
- 现有的计算音乐学研究往往侧重于特定的音乐特征或类型.
研究的目的:
- 通过使用音频分析来调查替代摇滚艺术家的工作室职业发展和独创性.
- 通过对录制产品的统计分析,建立一个用于比较音乐事业的方法.
- 探索将音频内容分析应用于音乐学的潜力和挑战.
主要方法:
- 从选定的另类摇滚和控制艺术家的音频内容的比较分析.
- 音乐特征的时间变化的统计措施.
- 评估随着时间的推移记录的音乐产出的多样性和原创性.
主要成果:
- 在替代摇滚乐队的音乐演变中确定了不同的模式.
- 量化了不同艺术家和职业生涯阶段的录制产出的独创性.
- 证明了用于音乐学研究的自动音频分析的可行性.
结论:
- 音频内容分析为客观的音乐学调查提供了一个强大的框架.
- 该方法可以扩展到分析更广泛的艺术家和音乐类型.
- 这种方法为艺术创新和录音音乐的职业发展轨迹提供了新的见解.
相关概念视频
Auditory Perception
586
The auditory system is essential for sound perception, utilizing various critical structures. When sound waves enter the outer ear, they travel through the ear canal and cause the eardrum to vibrate. These vibrations are then transmitted to the middle ear, where three tiny bones – the malleus, incus, and stapes – amplify the sound. This amplification is crucial, as it ensures that the sound vibrations are strong enough to be conveyed to the inner ear. These vibrations then reach the...
586
Auditory Pathway
5.8K
Auditory pathways constitute the complex neural circuits responsible for transmitting and interpreting auditory information from the peripheral auditory system to the brain. Sound waves are initially captured by the outer ear, funneled through the ear canal, and reach the tympanic membrane (eardrum). These vibrations are transmitted via the middle ear's ossicles to the inner ear's cochlea.
When viewed cross-sectionally, the cochlea reveals the scala vestibuli and scala tympani flanking...
When viewed cross-sectionally, the cochlea reveals the scala vestibuli and scala tympani flanking...
5.8K
Qualitative Analysis
22.6K
For solutions containing mixtures of different cations, the identity of each cation can be determined by qualitative analysis. This technique involves a series of selective precipitations with different chemical reagents, each reaction producing a characteristic precipitate for a specific group of cations. Metal ions within a group are further separated by varying the pH, heating the mixture to redissolve a precipitate, or adding other reagents to form complex ions.
For instance, group IV...
For instance, group IV...
22.6K
Bandpass Sampling
262
In signal processing, bandpass sampling is an effective technique for sampling signals that have most of their energy concentrated within a narrow frequency band. This type of signal is known as a bandpass signal. The key principle of bandpass sampling involves sampling the signal at a rate that is greater than twice the signal's bandwidth to prevent aliasing.
A bandpass signal has a spectrum with a lower frequency limit, denoted as ω1, and an upper frequency limit, denoted as ω2....
A bandpass signal has a spectrum with a lower frequency limit, denoted as ω1, and an upper frequency limit, denoted as ω2....
262
Elaborative Rehearsals
133
Elaborative rehearsal is a crucial cognitive strategy that strengthens information encoding in long-term memory by making meaningful connections between new data and pre-existing knowledge. This approach contrasts with maintenance rehearsal, which involves simple repetition without delving into the significance of the information. While maintenance rehearsal might temporarily keep information active in short-term memory, it is less effective for long-term retention.
The effectiveness of...
The effectiveness of...
133
Sound Intensity
4.2K
The loudness of a sound source is related to how energetically the source is vibrating, consequently making the molecules of the propagation medium vibrate. To measure the loudness of a source, the physical quantity of interest is the intensity. This is defined as the energy emitted per unit of time per unit of area perpendicular to the sound wave's propagation direction. Since the total energy is greater if the source vibrates for a longer duration and over a larger area, dividing the...
4.2K


