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Travel Diaries

Projects

Things built, shipped and shelved

Production systems and research prototypes across speech, language, vision and forecasting — some client work, some built to find out whether an idea held up.

Projects
6
Organizations
2
  1. 01

    Verbex.ai

    LLM-based TTS Systems

    LLM based Text-to-Speech (TTS) systems, including emotional TTS, along with speech denoising and speaker diarization.

    • LLM
    • TTS
    • xcodec2
    • Llasa
  2. 02

    Verbex.ai

    Call Generator Prototype

    Built a call generator prototype with queue management for handling concurrent calls, and deployed the server to production.

    • Queue Management
    • Server Deployment
    • FastAPI
    • Docker
    • GCP
  3. 03

    Verbex.ai

    OOV robust ASR

    With traditional ASR techniques, it is difficult to identify out-of-vocabulary words. We've experimented with a sub-word-based method, which works quite well.

    • Audio Processing
    • OOV words
    • ASR
  4. 04

    BUET

    Vaccine Degradation Prediction

    COVID-19 mRNA Vaccine Degradation Prediction using Regularized LSTM Model

    • mRNA
    • LSTM
    • Base Pair
    READ →
  5. 05

    BUET

    Distortion classification in Laparoscopic videos

    Real-time distortion classification in Laparoscopic videos

    • Python
    • keras
    • filter
    • Biomedical
    CODE →
  6. 06

    BUET

    Sound Source Localization using UAV

    Our task was to detect the sound source using a flying drone. Denoising the motor sound from the provided drone's sound clip was our main challenge!

    • Beamforming
    • DOANet
    • Dilated CNN
    READ →