GROUP DELAY BASED SEGMENTATION OF SPONTANEOUS SPEECH INTO SYLLABLE-LIKE UNITS T.Nagarajan,
نویسندگان
چکیده
In the development of a syllable-centric ASR system, segmentation of the acoustic signal into syllabic units is an important stage. This paper presents a minimum phase group delay based approach to segment spontaneous speech into syllable-like units. Here, three different minimum phase signals are derived from the short term energy functions of three sub-bands of speech signals, as if it were a magnitude spectrum. The experiments are carried out on Switchboard corpus and the error in segmentation is found to be utmost 40msec for 85% of the syllable segments, in addition to 5.25% insertions and 7.10% deletions.
منابع مشابه
Automatic Segmentation of Punjabi Speech into Syllable-Like Units using Group Delay A Review
The basic building blocks of a speech segmentation system are its units. Thus it’s an important stage to select appropriate units into which the continuous speech needs to be segmented. The syllable like units is found to be the better representative for Indian languages. Punjabi is the most widely used language, thus this paper describes the automatic segmentation of Punjabi speech into syllab...
متن کاملSubband-Based Group Delay Segmentation of Spontaneous Speech into Syllable-Like Units
In the development of a syllable-centric Automatic Speech Recognition (ASR) system, segmentation of the acoustic signal into syllabic units is an important stage. Although the short-term energy (STE) function contains useful information about syllable segment boundaries, it has to be processed before segment boundaries can be extracted. This paper presents a sub-band based group delay approach ...
متن کاملSegmentation of speech into
In the development of a syllable-centric ASR system, segmentation of the acoustic signal into syllabic units is an important stage. This paper presents a minimum phase group delay based approach to segment spontaneous speech into syllablelike units. Here, three different minimum phase signals are derived from the short term energy functions of three sub-bands of speech signals, as if it were a ...
متن کاملSegmentation of speech into T . Nagarajan , Hema A . Murthy an
In the development of a syllable-centric ASR system, segmentation of the acoustic signal into syllabic units is an important stage. This paper presents a minimum phase group delay based approach to segment spontaneous speech into syllablelike units. Here, three different minimum phase signals are derived from the short term energy functions of three sub-bands of speech signals, as if it were a ...
متن کاملA syllable based continuous speech recognizer for Tamil
This paper presents a novel technique for building a syllable based continuous speech recognizer when unannotated transcribed train data is available. We present two different segmentation algorithms to segment the speech and the corresponding text into comparable syllable like units. A group delay based two level segmentation algorithm is proposed to extract accurate syllable units from the sp...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
عنوان ژورنال:
دوره شماره
صفحات -
تاریخ انتشار 2003