Synthesizing spoken descriptions of images
WebResults 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 WebAbstract. 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, …
Synthesizing spoken descriptions of images
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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: http://www.isle.illinois.edu/speech_web_lg/pubs/2024/wang2024show.pdf
WebSynthesizing Spoken Descriptions of Images. Article. Oct 2024; Xinsheng Wang; ... (SAS) model that, for the first time, is able to directly synthesize spoken descriptions of images, ... WebJan 22, 2024 · Text-based technologies, such as text translation from one language to another, and image captioning, are gaining popularity. However, approximately half of the world's languages are estimated to be lacking a commonly used written form. Consequently, these languages cannot benefit from text-based technologies. This paper presents 1) a …
WebThe relation-supervised densely-stacked generative model synthesizes images, conditioned on the speech embeddings produced by the speech embedding network, that are … 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 …
WebSep 25, 2024 · The final speech audio is obtained from the predicted spectrogram via WaveNet. Extensive experiments on the public benchmark database Flickr8k demonstrate …
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 … ethiopian ten years development plan pdfWebJan 22, 2024 · Speech-to-image synthesis (Chen et al. 2024b;Hao et al. 2024;Li et al. 2024b; Wang et al. 2024) is the process that takes audio as an input and generates a counterpart … fireproof one direction letraWebNov 17, 2024 · 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 ... ethiopian tempe azWebOct 23, 2024 · The 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 … ethiopian tewahedo church newsWebAn estimated half of the world’s languages do not have a written form, making it impossible for these languages to benefit from any existing text-based technologies. In this paper, a speech-to-image generation (S2IG) framework is proposed which translates speech descriptions to photo-realistic images without using any text information, thus allowing … ethiopian tewahedo church beliefsWebtigated. Taken together, the image-to-phoneme-to-speech approach is difficult to implement for unwritten languages. In order to make an image captioning system able to … fireproof outdoor bamboo deckingWebOct 23, 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 … ethiopian tempe