手机语音录音语音分析的可用性和实用性

Yihan Guan, Bin Li
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引用次数: 4

摘要

高质量的语音记录对语音分析至关重要。但是,在无法使用专业设备或隔音室的情况下,例如在随机抽样或当前大流行期间,使用非专业设备记录语音数据是否可靠和有效?我们选择了10台设备,并对它们记录的语音数据的频率范围和信噪比进行了研究。我们还将安静房间的录音与中等水平的噪音进行了比较。结果表明,所有设备记录的频率范围都很宽,很好地覆盖了语音频率。但是,他们的信噪比差异很大。环境噪音似乎也会影响录音质量。然后,我们分析了在安静的房间中记录的数据的细粒度语音参数,包括超音段、音段和语音相关参数。F0在所有设备的记录中发现相对一致,但在F1, F2和重心(CoG)中捕获了一定的差异。另一方面,F3以及与发声分析相关的参数变化较大。因此,我们的研究结果表明,手机等非专业设备是专业录音机的可靠替代品,至少在一般用途的韵律分析中是这样。当涉及到F3的值和发音相关的参数时,需要注意。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Usability And Practicality of Speech Recording by Mobile Phones for Phonetic Analysis
High-quality speech recording is critical to phonetic analysis. However, when professional equipment or a sound-proof booth is not accessible, such as in random sampling or during the current pandemic period, is it reliable and valid to use non-professional devices to record speech data? We selected ten devices and examined the frequency range and signal-to-noise ratio (SNR) of speech data they recorded. We also compared recordings in a quiet room with noise at a moderate level. The results showed that all devices recorded a wide frequency range, which covered speech frequency well. But, their SNRs differed significantly. Environmental noise also appeared to affect recording quality. We then analyzed fine-grained phonetic parameters of data recorded in the quiet room, including suprasegmental, segmental and phonation-related parameters. F0 was found relatively consistent in the recordings from all devices, but certain differences were captured in F1, F2 and Center of Gravity (CoG). F3 as well as parameters relevant to phonation analysis, on the other hand, showed high variations. Therefore, our findings suggest that non-professional devices such as mobile phones are reliable substitutes of professional recorders, at least in prosodic analysis for general purposes. Cautions should be taken when values of F3 and phonation-related parameters are involved.
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