Speech processing method and apparatus, device, and storage medium

A computer device, comprising a processor, a memory, and a network interface, the processor being connected to the memory and the network interface, the network interface being configured to provide a data communication function, the memory being configured to store a computer program, and the processor being configured to invoke the computer program, to cause the computer device to perform a speech-to-text conversion method including:

• extracting target speech representation information from to-be-processed speech data, the target speech representation information comprising a speech content vector and a paralinguistic vector that correspond to the to-be-processed speech data;
• obtaining a prompt word about the to-be-processed speech data;
• performing fusion processing on the speech content vector, the paralinguistic vector, and the prompt word, to obtain a speech fusion feature;
• and
• performing speech conversion processing on the to-be-processed speech data according to the speech fusion feature, to obtain the text information corresponding to the to-be-processed speech data.

A non-transitory computer-readable storage medium, storing a computer program, and the computer program being suitable for being loaded and executed by a processor, to cause a computer device having the processor to perform a speech-to-text conversion method including:

• extracting target speech representation information from to-be-processed speech data, the target speech representation information comprising a speech content vector and a paralinguistic vector that correspond to the to-be-processed speech data;
• obtaining a prompt word about the to-be-processed speech data;
• performing fusion processing on the speech content vector, the paralinguistic vector, and the prompt word, to obtain a speech fusion feature;
• and
• performing speech conversion processing on the to-be-processed speech data according to the speech fusion feature, to obtain the text information corresponding to the to-be-processed speech data.