Synthesizing spoken descriptions of images
WebHowever, current text-based image captioning methods cannot be applied to approximately half of the world's languages due to these languages’ lack of a written form. To solve this problem, recently the image-to-speech task was proposed, which generates spoken descriptions of images bypassing any text via an intermediate representation consisting … Web2024 13th International Symposium on Chinese Spoken Language Processing ... Synthesizing spoken descriptions of images. X Wang, J Van Der Hout, J Zhu, M Hasegawa-Johnson, O Scharenborg. IEEE/ACM Transactions on Audio, Speech, and Language Processing 29, 3242-3254, 2024. 2: 2024:
Synthesizing spoken descriptions of images
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WebMay 13, 2024 · This paper proposes a new model, referred to as the show and speak (SAS) model that, for the first time, is able to directly synthesize spoken descriptions of images, bypassing the need for any text or phonemes. The basic structure of SAS is an encoder-decoder architecture that takes an image as input and predicts the spectrogram of … http://www.isle.illinois.edu/speech_web_lg/pubs/2024/wang2024show.pdf
WebMay 13, 2024 · This paper proposes a new model, referred to as the show and speak (SAS) model that, for the first time, is able to directly synthesize spoken descriptions of images, … Webimage-to-text generation methods are implemented for the image-to-phoneme task, 2) objective metrics are sought to evaluate the image-to-phoneme task, and 3) an end-to-end image-to-speech model that is able to synthesize spoken descriptions of images bypassing both text and phonemes is proposed. Extensive
WebOct 23, 2024 · PDF This paper proposes a new model, referred to as the show and speak (SAS) model that, for the first time, is able to directly synthesize spoken ... WebHere, we present a comprehensive study on the image-to-speech task in which, 1) several representative image-to-text generation methods are implemented for the image-to-phoneme task, 2) objective metrics are sought to evaluate the image-to-phoneme task, and 3) an end-to-end image-to-speech model that is able to synthesize spoken descriptions of …
WebThe final speech audio is obtained from the predicted spectrogram via WaveNet. Extensive experiments on the public benchmark database Flickr8k demonstrate that the proposed SAS is able to synthesize natural spoken descriptions for images, indicating that synthesizing spoken descriptions for images while bypassing text and phonemes is feasible.
WebOct 23, 2024 · Upload an image to customize your repository’s social media preview. Images should be at least 640×320px (1280×640px for best display). Close Save figpin simpsons homerWebResults on these databases demonstrate the effectiveness of the proposed S2IGAN on synthesizing high-quality and semantically-consistent images from the speech signal, yielding a good performance and a solid baseline for the S2IG task. Subject. adversarial learning Birds Databases Electronic mail Image synthesis multimodal modelling Semantics figpin power baseWebA new speech technology task, i.e., a speech-to-image generation (S2IG) framework which translates speech descriptions to photo-realistic images without using any text information, thus allowing unwritten languages to potentially benefit from this technology. Text-based technologies, such as text translation from one language to another, and image … figpins cheapWebHowever, current text-based image captioning methods cannot be applied to approximately half of the world's languages due to these languages’ lack of a written form. To solve this … figpins animeWebimage-to-text generation methods are implemented for the image-to-phoneme task, 2) objective metrics are sought to evaluate the image-to-phoneme task, and 3) an end-to-end … grizzly ridge developmentsWebSynthesizing spoken descriptions of images. Previous. Align or attend? Toward more efficient and accurate spoken word discovery using speech-to-image retrieval. Powered … figpin releaseWebHere, we present a comprehensive study on the image-to-speech task in which, 1) several representative image-to-text generation methods are implemented for the image-to … grizzly ridge cabins cooper landing