Comprehension of natural and synthetic speech

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چکیده

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Evaluating comprehension of natural and synthetic conversational speech

Current speech synthesis methods typically operate on isolated sentences and lack convincing prosody when generating longer segments of speech. Similarly, prevailing TTS evaluation paradigms, such as intelligibility (transcription word error rate) or MOS, only score sentences in isolation, even though overall comprehension arguably is more important for speech-based communication. In an effort ...

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Perception and Comprehension of Synthetic Speech

An extensive body of research on the perception of synthetic speech carried out over the past 30 years has established that listeners have much more difficulty perceiving synthetic speech than natural speech. Differences in perceptual processing have been found in a variety of behavioral tasks, including assessments of segmental intelligibility, word recall, lexical decision, sentence transcrip...

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The effect of filled pauses and speaking rate on speech comprehension in natural, vocoded and synthetic speech

It has been shown that in natural speech filled pauses can be beneficial to a listener. In this paper, we attempt to discover whether listeners react in a similar way to filled pauses in synthetic and vocoded speech compared to natural speech. We present two experiments focusing on reaction time to a target word. In the first, we replicate earlier work in natural speech, namely that listeners r...

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Towards more natural synthetic speech

This article reports the results of two experiments in which factors such as duration, amplitude and noise are manipulated, in order to achieve more natural utterances in synthetic speech. The participants were native speakers of English, instructed to judge the naturalness of the different versions of utterances generated throughout the manipulations. The results indicate that there are signif...

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ژورنال

عنوان ژورنال: The Journal of the Acoustical Society of America

سال: 1989

ISSN: 0001-4966

DOI: 10.1121/1.2027259