Auto-Punctuation Redefining Speech to text for Indian Languages
                     Auto-
Punctuation: 
Redefining 
Speech-to-Text 
for Indian 
Languages
Punctuations can make or break the meaning 
of a sentence. Writing with the right 
punctuations can guide the pace of reading 
while clarifying sentence complexity and 
variety to the reader. 
common punctuations like Full-stop (.), 
Comma (,), Question mark (?), Exclamation 
mark (!), Semi-colon (;) and Colon (:) were 
contextual meaning to the written language 
for better understanding.  
The speech engines in the 
speech to text apps like Flashscribe leverage 
Natural Language Processing (NLP) and 
Natural Language Understanding (NLU) to 
convert speech to text with grammatical and 
contextual accuracy.
INTENT INDENTIFICATION
Flashscribe’s speech recognition engine can 
identify 
the intent of customers from voice calls using 
NLP techniques like Text Categorization and 
Syntactic Parsing.
Flashscribe classifies the texts based on their 
intentions into pre-defined categories such 
as Enquiry, Demo Request, Purchase, and 
Feedback.
Flashscribe’s speech engine senses and 
converts pause and voice inflections into 
appropriate punctuation marks for both 
recorded audio and live speech.
EMOTION ANALYSIS
Flashscribe also includes emotion analysis for live speech and recorded audio 
on the app.
It employs NLU techniques such as Semantic Parsing and Sentiment Analysis to 
assign specific emojis to text in transcripts based on five different emotional 
classes (neutral state, surprise, happiness, sadness, and Anger)
Flashscribe’s auto-punctuation feature is a major milestone in the 
advancement of speech engines for regional languages. 
 AI-driven transcription apps for Indian languages can help large enterprises as 
well as small and medium-sized businesses to improve their customer 
experience with advanced speech analytics features like intent identification 
and emotion analysis.
THANK 
YOU!
Source : Flashscribe AI
www.flashscribe.ai
OU
Flashscribe is an AI-driven transcription app for businesses across diverse 
industries. It's ultra-fast Speech Recognition technology supports speech-to-text in 
several Indian  languages with advanced features like intent identification and 
speech analytics.
Read more: 
https://www.flashscribe.ai/blog/auto-punctuation-redefining-speech-to-text-for-indi
an-languages/