Speech Recognition

In A Latest Speech Processing Research, Meta AI Researchers Explain Their Study On Similarities Between Deep Learning Models And The Human Brain

This Article is written as a summay by Marktechpost Staff based on the research paper 'Toward a realistic model of speech processing in the brain...

Meta AI Research Releases A Direct Speech-To-Speech Translation (S2ST) Approach That Enables Faster Inference And Supports Translation Between Unwritten Languages

This Article is written as a summay by Marktechpost Staff based on the research article 'Advancing direct speech-to-speech modeling with discrete units'. All Credit...

Researchers From Columbia University Propose ‘Neural Voice Camouflage’: An Adversarial Attack-Based Approach That Disrupts Automatic Speech Recognition Systems In Real-Time

This Article is written as a summay by Marktechpost Staff based on the Research Paper 'REAL-TIME NEURAL VOICE CAMOUFLAGE'. All Credit For This Research...

Amazon AI Researchers Propose A New Model, Called RescoreBERT, That Trains A BERT Rescoring Model With Discriminative Objective Functions And Improves ASR Rescoring

This Article is written as a summay by Marktechpost Staff based on the Research Paper 'RESCOREBERT: DISCRIMINATIVE SPEECH RECOGNITION RESCORING WITH BERT'. All Credit...

Amazon Researchers Developed a Universal Model Integration Framework That Allows To Customize Production Voice Models in a Quick and Scalable Way

This summary article is based on Amazon research 'Scalable framework lets multiple text-to-speech models coexist' Please don't forget to join our ML Subreddit Alexa and other...

Google AI Propose An Machine Learning (ML) Based Audio Separation Approach That Can Identify Birdsongs For Better Species Classification

Birds are identifiable not only by their appearance but also by their songs. We can appreciate many things around us if we listen carefully...

Meta AI Introduces AV-HuBERT: A State-Of-The-Art Self-Supervised Framework For Understanding Speech That Learns By Both Seeing And Hearing People Speak

AI is used for various speech recognition and understanding activities, ranging from enabling smart speakers to designing aids for persons who are deaf or...

New AI Research Study On The Accuracy Of Distortion Metrics For Audio Adversarial Attacks on Machine Learning Models

With recent developments in machine learning models and their impressive performance in speech recognition tasks, human-computer interaction is becoming increasingly reliant on speech communication....

Researchers At Johns Hopkins Introduce A Machine Learning Model That Can Allow Computers To Understand Human Conversation

Human conversation is dynamic, with many exceptions and unexpected ways to express oneself. In recent years, significant progress has been made to help machine...

Meta AI Develops A Conversational Parser For On-Device Voice Assistants

A variety of devices such as computers, smart speakers, cellphones, etc., utilize conversational assistants for helping users with tasks ranging from calendar management to...

Meta/Facebook AI Releases XLS-R: A Self-Supervised Multilingual Model Trained On 128 Languages For A Variety Of Speech Tasks

Talking to one another is a natural way for people to engage. With advancing speech technology, people are now interacting with devices in day...

MIT AI Researchers Introduce ‘PARP’: A Method To Improve The Efficiency And Performance Of A Neural Network

Recent developments in machine learning have enabled automated speech-recognition technologies, such as Siri, to learn the world's uncommon languages, which lack the enormous volume...

NuminaMath 7B TIR Released: Transforming Mathematical Problem-Solving with Advanced Tool-Integrated Reasoning and Python REPL...

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Numina has announced the release of its latest model, NuminaMath 7B TIR. This advanced language model is designed specifically for solving mathematical problems. The...

Tsinghua University Open Sources CodeGeeX4-ALL-9B: A Groundbreaking Multilingual Code Generation Model Outperforming Major Competitors...

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In a significant leap forward for the field of code generation, the Knowledge Engineering Group (KEG) and Data Mining team at Tsinghua University have...

InternLM2.5-7B-Chat: Open Sourcing Large Language Models with Unmatched Reasoning, Long-Context Handling, and Enhanced Tool...

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InternLM has unveiled its latest advancement in open large language models, the InternLM2.5-7B-Chat, available in GGUF format. This model is compatible with llama.cpp, an...

Jina AI Releases Jina Reranker v2: A Multilingual Model for RAG and Retrieval with...

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Jina AI has released the Jina Reranker v2 (jina-reranker-v2-base-multilingual), an advanced transformer-based model fine-tuned for text reranking tasks. This model is designed to significantly...

Google Releases Gemma 2 Series Models: Advanced LLM Models in 9B and 27B Sizes...

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Google has unveiled two new models in its Gemma 2 series: the 27B and 9B. These models showcase significant advancements in AI language processing,...

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