thu-spmi

CAT

A CRF-based ASR Toolkit

ASR-Benchmarks

An effort to track benchmarking results over widely-used datasets for ASR.

damd-multiwoz

Task-Oriented Dialog Systems that Consider Multiple Appropriate Responses under the Same Context, AAAI 2020.

LABES

Yichi Zhang et al. A Probabilistic End-To-End Task-Oriented Dialog Model with Latent Belief States towards Semi-Supervised Learning. EMNLP 2020.

ST-NAS

Efficient Neural Architecture Search via Straight-Through Gradients

PPT2DST

SPMILM

A SPMI Lab toolkit for language models.

PARG

Paraphrase Augmented Task-Oriented Dialog Generation, ACL 2020

Awesome-speech-and-language-processing-papers

GUS

A Generative User Simulator with GPT-based Architecture and Goal State Tracking for Reinforced Multi-Domain Dialog Systems. EMNLP 2022 SereTOD Workshop.

MGA

Building Markovian Generative Architectures over Pretrained LM Backbones for Efficient Task-Oriented Dialog Systems. SLT 2022.

semi-EBM

DASI

Inclusive-NRF

seq2seq-JAE

Semi-supervised Seq2seq Joint-stochastic-approximation Autoencoders with Applications to Semantic Parsing, SPL 2019.

SPMIArray

Tsinghua University SPMI Lab array processing toolkit

VLS-GPT

Variational Latent-State GPT for Semi-Supervised Task-Oriented Dialog System

IqiyiProject

Iqiyi movie dialog system. Tracking of enriched dialog states for flexible conversational information access, ICASSP 2018.

JSA

Joint Stochastic Approximation and its Application to Learning Discrete Latent Variable Models, UAI 2020.

JSA-KRTOD

MGA-dev

Markovian Generative Architectures for Efficient Task-Oriented Dialog Systems

SPMISeq

A SPMI Lab toolkit for sequence tagging tasks based on Pytorch. Neural CRF Transducers for Sequence Labeling, ICASSP 2019.

VMSep-2010

Combining HMM-based Melody Extraction and NMF-based Soft Masking for Separating Voice and Accompaniment from Monaural Audio, ICASSP 2011.