podlm-public is a project that utilizes AI technology to transform URL content into podcasts and publish them on the 小宇宙 platform. Through its automated service, it allows content creators to effortlessly convert web information into audio format, broadening the channels for information dissemination and enhancing content acceptance. The product primarily targets users who need to convert text or web content into podcast audio, such as podcast producers and content creators.

Podcastfy is an open-source Python package that utilizes generative AI technology to transform web content, PDF files, and text into engaging multilingual audio dialogue. Unlike traditional user interface-based tools, Podcastfy emphasizes programmatic and customizable generation, creating compelling, conversational audio and text from various text sources, enabling customization and scalability.

Whisper large-v3-turbo is an advanced automatic speech recognition (ASR) and speech translation model proposed by OpenAI. It is trained on over 5 million hours of labeled data and can generalize to various datasets and domains in zero-shot settings. This model is a fine-tuned version of Whisper large-v3, reducing the number of decoding layers from 32 to 4 to enhance speed, though it may result in a slight decrease in quality.

Multispecies-whale-detection is an open-source project developed by Google, aimed at detecting and classifying whale sounds across different species and geographic regions through neural networks. This tool helps researchers and conservation organizations better understand and protect marine biodiversity.

OmniSenseVoice is an optimized speech recognition model based on SenseVoice, designed for rapid inference and accurate timestamps, providing a smarter and faster way to transcribe audio.

Draw an Audio is an innovative video-to-audio synthesis technology that generates high-quality synchronized audio based on video content through multi-command control. This technology not only enhances the controllability and flexibility of audio generation but also enables multi-stage mixed audio production, showcasing a broader range of practical applications.

CrisperWhisper is an advanced variant of OpenAI's Whisper model, specifically designed for fast, accurate, verbatim speech recognition, providing precise word-level timestamps. Unlike the original Whisper model, CrisperWhisper aims to transcribe every spoken word, including filler words, pauses, stutters, and false starts. This model ranks first in word-level datasets such as TED and AMI, and has been accepted at INTERSPEECH 2024.

Easy Voice Toolkit is an AI voice toolkit based on open-source voice projects, providing various automated audio tools including speech model training. The toolkit seamlessly integrates to create a complete workflow, allowing users to selectively use these tools or utilize them in sequence to gradually convert raw audio files into ideal speech models.

Seed-ASR is a speech recognition model developed by ByteDance that leverages large language models (LLMs). By inputting continuous speech representations and contextual information into the LLM, it significantly enhances performance in comprehensive evaluation sets across multiple fields, accents/dialects, and languages, guided by extensive training and context-awareness capabilities. Compared to recently released large ASR models, Seed-ASR achieves a 10%-40% reduction in word error rate on public test sets in both Chinese and English, further demonstrating its strong performance.

podlm-public is a project that utilizes AI technology to transform URL content into podcasts and publish them on the 小宇宙 platform. Through its automated service, it allows content creators to effortlessly convert web information into audio format, broadening the channels for information dissemination and enhancing content acceptance. The product primarily targets users who need to convert text or web content into podcast audio, such as podcast producers and content creators.

Podcastfy is an open-source Python package that utilizes generative AI technology to transform web content, PDF files, and text into engaging multilingual audio dialogue. Unlike traditional user interface-based tools, Podcastfy emphasizes programmatic and customizable generation, creating compelling, conversational audio and text from various text sources, enabling customization and scalability.

Whisper large-v3-turbo is an advanced automatic speech recognition (ASR) and speech translation model proposed by OpenAI. It is trained on over 5 million hours of labeled data and can generalize to various datasets and domains in zero-shot settings. This model is a fine-tuned version of Whisper large-v3, reducing the number of decoding layers from 32 to 4 to enhance speed, though it may result in a slight decrease in quality.

The Realtime API, launched by OpenAI, is a low-latency voice interaction API that enables developers to create fast voice-to-voice experiences within their applications. This API supports natural voice-to-voice conversation and can handle interruptions, similar to the advanced voice mode of ChatGPT. It operates through a WebSocket connection and supports function calls, allowing voice assistants to respond to user requests, trigger actions, or introduce new contexts. With this API, developers no longer need to combine multiple models to construct voice experiences; instead, they can achieve natural conversational interactions through a single API call.

Multispecies-whale-detection is an open-source project developed by Google, aimed at detecting and classifying whale sounds across different species and geographic regions through neural networks. This tool helps researchers and conservation organizations better understand and protect marine biodiversity.

OmniSenseVoice is an optimized speech recognition model based on SenseVoice, designed for rapid inference and accurate timestamps, providing a smarter and faster way to transcribe audio.

The Deepgram Voice Agent API is a unified voice-to-voice API that enables natural-sounding conversations between humans and machines. This API is backed by industry-leading speech recognition and synthesis models that allow for natural and real-time listening, thinking, and speaking. Deepgram is committed to advancing a voice-first AI future through its agent API, integrating cutting-edge generative AI technology to create business solutions with smooth, human-like speech agents.

Draw an Audio is an innovative video-to-audio synthesis technology that generates high-quality synchronized audio based on video content through multi-command control. This technology not only enhances the controllability and flexibility of audio generation but also enables multi-stage mixed audio production, showcasing a broader range of practical applications.

CrisperWhisper is an advanced variant of OpenAI's Whisper model, specifically designed for fast, accurate, verbatim speech recognition, providing precise word-level timestamps. Unlike the original Whisper model, CrisperWhisper aims to transcribe every spoken word, including filler words, pauses, stutters, and false starts. This model ranks first in word-level datasets such as TED and AMI, and has been accepted at INTERSPEECH 2024.