Statistically Guided Near-End Speech Intelligibility Improvement Through Voice Transformation and Transfer Learning
In recent developments, speech intelligibility has been improved through an optimal
trapezoidal transformation function, which performed normal to Lombard speech conversion …
trapezoidal transformation function, which performed normal to Lombard speech conversion …
Impact of microphone position measurement error on multi channel distant speech recognition & intelligibility
It was shown in (Raikar et al., 2020) that the measurement error in the microphone position
affected the room impulse response (RIR) which in turn affected the single channel speech …
affected the room impulse response (RIR) which in turn affected the single channel speech …
Regularization Based Incremental Learning in TCNN for Robust Speech Enhancement Targeting Effective Human Machine Interaction
In general, the performance of deep learning based speech enhancement degrades in
presence of unseen noisy environments for any signal-to-noise ratio (SNR) conditions …
presence of unseen noisy environments for any signal-to-noise ratio (SNR) conditions …
Near-end Intelligibility Improvement Through Voice Transformation in Transfer Learning Framework
In recent works, using voice transformation functions (VTF) in optimal shifting of formants has
improved near-end speech intelligibility. Though these VTFs are promising, they are …
improved near-end speech intelligibility. Though these VTFs are promising, they are …
Using performance of ASR to compute optimal location of microphone
K Nathwani, B Dixit… - 2022 IEEE International …, 2022 - ieeexplore.ieee.org
It has been observed that the measurement error in the microphone position from a fixed
source location affected the room impulse response (RIR). This in turn affects the single …
source location affected the room impulse response (RIR). This in turn affects the single …
Computing Optimal Location of Microphone for Improved Speech Recognition
It was shown in our earlier work that the measurement error in the microphone position
affected the room impulse response (RIR) which in turn affected the single-channel close …
affected the room impulse response (RIR) which in turn affected the single-channel close …
Learning Optimal Microphone Location for Enhanced ASR Performance using Limited Data
The placement of a microphone at its correct position is crucial for automatic speech
recognition (ASR) in a single-microphone distant speech recognition setup. Understandably …
recognition (ASR) in a single-microphone distant speech recognition setup. Understandably …