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MultiSong Leaderboard is a ranking page on the MVSEP music and voice separation platform. It evaluates multisong audio separation algorithms using metrics including SDR, SI-SDR, L1 frequency, log WMSE, aura STFT, aura MRSTFT, bleedless, and fullness, with rankings updated every three hours. The page lists top-performing algorithms and their scores for separation tasks such as bass, drums, other stems, vocals, and instrumentals.
AssemblyAI provides voice AI infrastructure, including pre-recorded, realtime and synchronous speech-to-text APIs, a voice agent API, speech understanding features and guardrails. Features such as speaker diarization, summarization, sentiment analysis and PII redaction run on the same transcription request.
Voctro Labs is a Barcelona-based company founded in 2011 that develops AI-based voice, music and audio technologies for creative companies and individuals. Its products include Voiceful, a toolkit for speech and singing voice experiences with a cloud-based API and SDK libraries, and Virtual Singers for Yamaha's VOCALOID software. Services include personalized voices and customized algorithms.
FreeTTS is a browser-based audio workspace for creating speech, transcribing recordings, isolating vocals, enhancing voices, and editing audio. It offers Device TTS, AI Local TTS, and AI Cloud voices with free monthly characters. Browser tools handle audio cutting, joining, compression, and conversion, and a free plan includes 5,000 characters per month.
AceTagGen is a free prompt system for SUNO AI. It offers a structured 12-step Tag Builder, a library of verified tags, a prompt scorer, and a research blog with articles and guides. No signup is required.
Works with speech, voice, music or other audio using machine-learning models.
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MultiSong Leaderboard is a ranking page on the MVSEP music and voice separation platform. It evaluates multisong audio separation algorithms using metrics including SDR, SI-SDR, L1 frequency, log WMSE, aura STFT, aura MRSTFT, bleedless, and fullness, with rankings updated every three hours. The page lists top-performing algorithms and their scores for separation tasks such as bass, drums, other stems, vocals, and instrumentals.
AssemblyAI provides voice AI infrastructure, including pre-recorded, realtime and synchronous speech-to-text APIs, a voice agent API, speech understanding features and guardrails. Features such as speaker diarization, summarization, sentiment analysis and PII redaction run on the same transcription request.
Voctro Labs is a Barcelona-based company founded in 2011 that develops AI-based voice, music and audio technologies for creative companies and individuals. Its products include Voiceful, a toolkit for speech and singing voice experiences with a cloud-based API and SDK libraries, and Virtual Singers for Yamaha's VOCALOID software. Services include personalized voices and customized algorithms.
FreeTTS is a browser-based audio workspace for creating speech, transcribing recordings, isolating vocals, enhancing voices, and editing audio. It offers Device TTS, AI Local TTS, and AI Cloud voices with free monthly characters. Browser tools handle audio cutting, joining, compression, and conversion, and a free plan includes 5,000 characters per month.
AceTagGen is a free prompt system for SUNO AI. It offers a structured 12-step Tag Builder, a library of verified tags, a prompt scorer, and a research blog with articles and guides. No signup is required.
Works with speech, voice, music or other audio using machine-learning models.
