Source code andĪudio samples are available at this https URL. Ablation studiesĭemonstrate the necessity of each component in our method. Text and discourse as context: Discourse anaphora and the FDG Contextual. We also deeplyĪnalyze the principle behind the performance of CLAPSpeech. Prediction for existing TTS methods, but also demonstrate its generalizationĪbility to adapt to multiple languages and multi-speaker TTS. On three datasets not only show that CLAPSpeech could improve the prosody By including the context in the pot file, translators can translate the two strings differently. As nouns the difference between text and context. Incorporate CLAPSpeech into existing TTS models for better prosody. Quite a few times, there will be collisions with similar translatable text found in more than two places, but with different translated context. Pipeline to capture prosody patterns in multiple levels. Try and find out when your set texts were written and what was going. Prosody pattern in the joint multi-modal space with the elaborate design of theĮncoder inputs and contrastive loss 2) We introduce a multi-scale pre-training Historical context is focused on when the text was written. Specifically,ġ) We encourage the model to connect the text context with its corresponding Prosody variance of the same text token under different contexts.
We propose CLAPSpeech, aĬross-modal contrastive pre-training framework that explicitly learns the We push forward the scientific text generation by proposing a new task, namely context-aware text generation in the scientific domain, aiming at exploiting. Subtext can be implied in the text through the suggestion of technical and artistic choices, but it is never overtly expressed. Subtext is the underlying core themes of a story, the emotional foundations of the story. Text implies subtext and delivers context. You can use this system for converting documents coded in TEX. Text is the script, what is written on the page. My mother would instruct her students to read the text without any other information. The end reads, Myop laid down her flowers. The prosody with masked token reconstruction tasks, which leads to low trainingĮfficiency and difficulty in prosody modeling. Here you can download CONTEXT, a system for typesetting documents based on TEX and METAPOST. In this short story, a little girl named Myop wanders into the woods one day to gather wildflowers, only to encounter a human skeleton with the rotting remains of a noose around his neck. However, existing works only implicitly learn
Text context pdf#
Download a PDF of the paper titled CLAPSpeech: Learning Prosody from Text Context with Contrastive Language-Audio Pre-training, by Zhenhui Ye and 7 other authors Download PDF Abstract: Improving text representation has attracted much attention to achieveĮxpressive text-to-speech (TTS).
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