Gladia's Speech to text technology relies on OpenAI whisper's Large-v2 Model.
Whisper ASR (Automatic Speech Recognition) is a state-of-the-art technology that enables machines to transcribe human speech into text with high accuracy. One of the essential features of Whisper ASR is its ability to automatically punctuate the transcribed text, making it easier for users to read and comprehend.
Automatic punctuation in Whisper ASR is achieved through advanced natural language processing (NLP) techniques. When transcribing speech, Whisper ASR identifies pauses, intonations, and other cues that indicate the end of a sentence or clause. It then uses this information to insert the appropriate punctuation marks into the transcribed text.
For example, if the speaker says, "I went to the store and bought some milk, bread, and cheese," Whisper ASR will transcribe this as "I went to the store and bought some milk, bread, and cheese." The software recognizes that the speaker has completed a full sentence and inserts a period.
Similarly, if the speaker says, "I'm not sure if I want to go to the party tonight or stay home," Whisper ASR will transcribe this as, "I'm not sure if I want to go to the party tonight, or stay home." The software recognizes that the speaker has used a conjunction to join two independent clauses and inserts a comma before the conjunction.
Whisper ASR's automatic punctuation feature can significantly improve the readability and usability of transcribed text. Users can quickly scan the text for meaning without mentally inserting punctuation marks, which can be particularly helpful for people with visual impairments or reading difficulties.
However, it's worth noting that automatic punctuation is not always 100% accurate. Whisper ASR may occasionally misinterpret the speaker's intonation or pauses, resulting in incorrect punctuation. Therefore, it's essential to proofread and edit the transcribed text carefully to ensure it accurately reflects the original speech.
In conclusion, Whisper ASR's automatic punctuation feature is a valuable tool for anyone who needs to transcribe spoken language quickly and accurately. Using advanced NLP techniques to identify pauses, intonations, and other cues, Whisper ASR can automatically insert the appropriate punctuation marks into transcribed text, improving its readability and usability.