Repositories list

• Sequence-Identification

  Public
  Python

  •0•0•0•0•Updated Jul 12, 2021Jul 12, 2021

• -Confident---Phonetics-Features-Extractor

  Public
  Python

  •0•0•0•0•Updated Jul 11, 2021Jul 11, 2021

• text_summerization

  Public
  Python

  •0•0•0•0•Updated Jul 10, 2021Jul 10, 2021

• AMI-Corpus-JSON-Data-Manupulator

  Public
  Python

  •0•1•0•0•Updated Jun 6, 2021Jun 6, 2021

• Sequence_Labelling_HMM

  Public
  The goal of this assignment is to get some experience with sequence labeling. We will be assigning dialogue acts to sequences of utterances in conversations from a corpus.

  Python

  •1•0•0•0•Updated May 26, 2021May 26, 2021

• AMI-Corpus-Data-Conversion

  Public
  Python

  •0•0•0•0•Updated Nov 21, 2020Nov 21, 2020

• NLP-progress

  Public
  Repository to track the progress in Natural Language Processing (NLP), including the datasets and the current state-of-the-art for the most common NLP tasks.

  Python

  •

  MIT License

  •3.6k•0•0•0•Updated Oct 19, 2020Oct 19, 2020

• DeepSpeech

  Public
  DeepSpeech is an open source embedded (offline, on-device) speech-to-text engine which can run in real time on devices ranging from a Raspberry Pi 4 to high power GPU servers.

  C++

  •

  Mozilla Public License 2.0

  •4k•0•0•0•Updated Oct 16, 2020Oct 16, 2020

• awesome-diarization

  Public
  A curated list of awesome Speaker Diarization papers, libraries, datasets, and other resources.

  Apache License 2.0

  •228•0•0•0•Updated Oct 7, 2020Oct 7, 2020

• pyannote-audio

  Public
  Neural building blocks for speaker diarization: speech activity detection, speaker change detection, overlapped speech detection, speaker embedding

  Python

  •

  MIT License

  •802•0•0•0•Updated Oct 7, 2020Oct 7, 2020

• Voice-based-gender-recognition

  Public
  🔉 👦 👧Voice based gender recognition using Mel-frequency cepstrum coefficients (MFCC) and Gaussian mixture models (GMM)

  Python

  •

  MIT License

  •66•0•0•0•Updated Sep 20, 2020Sep 20, 2020

• AMICorpus-Meeting-Transcript-Extraction

  Public
  This can be used to convert the AMI corpus meeting transcripts to a speaker-by-speaker dialogue discourse conversation for each meeting.

  Python

  •

  MIT License

  •1•0•0•0•Updated Jul 26, 2020Jul 26, 2020

• fast_abs_rl

  Public
  Code for ACL 2018 paper: "Fast Abstractive Summarization with Reinforce-Selected Sentence Rewriting. Chen and Bansal"

  Python

  •

  MIT License

  •186•0•0•0•Updated Jul 23, 2020Jul 23, 2020

• Conversation-Analysis-Modelling-Schema

  Public
  Conversation Analysis Annotation Schema for Computational Modelling of Dialogue

  GNU General Public License v3.0

  •1•0•0•0•Updated Jun 10, 2020Jun 10, 2020

• EMNLP2017_NewSum

  Public
  Code for the paper: Combining Graph Degeneracy and Submodularity for Unsupervised Extractive Summarization

  R

  •1•0•0•0•Updated Apr 24, 2020Apr 24, 2020

• hogg2019-icassp-paper

  Public
  Speaker change detection using fundamental frequency with application to multi-talker segmentation

  Jupyter Notebook

  •7•0•0•0•Updated Jan 17, 2020Jan 17, 2020

• DialogueAct-Tagger

  Public
  A resource to create a multi domain Dialog Act Tagger for conversational agents using publicly available data

  HTML

  •11•0•0•0•Updated Jan 9, 2020Jan 9, 2020

• AudioPreprocessing_amicorpus

  Public
  Preprocess and segement audio files from ami-corpus

  Python

  •1•0•0•0•Updated Dec 22, 2019Dec 22, 2019

• Speaker_Identification

  Public
  Speaker Identification research module

  Python

  •0•0•0•0•Updated Dec 20, 2019Dec 20, 2019

• CoreRank

  Public
  JavaScript

  •8•0•0•0•Updated Nov 13, 2019Nov 13, 2019

• How-to-build-own-text-summarizer-using-deep-learning

  Public
  In this notebook, we will build an abstractive based text summarizer using deep learning from the scratch in python using keras

  Jupyter Notebook

  •234•0•0•0•Updated Oct 20, 2019Oct 20, 2019

• textrank

  Public
  TextRank implementation for Python 3.

  Python

  •

  MIT License

  •258•0•0•0•Updated Jun 22, 2019Jun 22, 2019

• speaker-change-detection

  Public
  Paper: https://arxiv.org/abs/1702.02285

  Python

  •20•0•0•0•Updated Dec 19, 2018Dec 19, 2018

• DIALOG-ACT-TAGGING-FOR-CODE-MIXED-DATA-SET

  Public
  In a task oriented domain, recognizing the intention of a speaker is important so that the conversation can proceed in the correct direction. This is possible only if there is a way to label the utterance with its proper intent. One such labeling technique is Dialog Act (DA) tagging. The main goal of this thesis is to build a Dialog Act tagger f…

  Python

  •7•0•0•0•Updated Dec 17, 2018Dec 17, 2018

• textrank_text_summarization

  Public
  A tutorial for Automatic Text Summarization using TextRank algorithm.

  Jupyter Notebook

  •115•0•0•0•Updated Nov 5, 2018Nov 5, 2018

• Text-Summarization

  Public
  HTML

  •40•0•0•0•Updated May 7, 2018May 7, 2018

• ami-adjacency-pair

  Public
  Some methods for analysing the adjacency pair annotation in the AMI corpus.

  Python

  •2•0•0•0•Updated Mar 8, 2017Mar 8, 2017

• Sequence-labeling-CRFsuite

  Public
  The goal of this assignment is to get some experience with sequence labeling. Specifically, you will be assigning dialogue acts to sequences of utterances in conversations from a corpus. In sequence labeling it is often beneficial to optimize the tags assigned to the sequence as a whole rather than treating each tag decision separately. With thi…

  Python

  •1•0•0•0•Updated Mar 6, 2017Mar 6, 2017

• intention-clarification

  Public
  A dataset of clarification requesets extracted from the AMI Corpus, annotated for whether they target intentionality.

  1•0•0•0•Updated Feb 24, 2017Feb 24, 2017

• SequenceLabelingWithCRF

  Public
  Labelling dialogues with act tags using CRF suite in python

  Python

  •2•0•0•0•Updated Feb 1, 2017Feb 1, 2017