Acoustic Modelling

Acoustic Modeling is a key component of speech recognition systems, aiming to establish the mapping relationship between acoustic features and phonemes. By analyzing the spectral characteristics of speech signals, this model can predict the phoneme sequence corresponding to a given audio segment, thereby providing a foundation for speech-to-text conversion. Its core objective is to improve recognition accuracy and robustness, especially under noisy conditions and with different speakers. The application value of Acoustic Modeling is extensive, not only enhancing the performance of speech recognition systems but also offering crucial support for the development of natural language processing, speech synthesis, and other technologies.