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历史记录:请结合记录日期或对应版本阅读。

Release history ​

These entries were moved from the original README.md on 2026-10-29, preserving their dates and text. They describe historical releases, not a new verification of current behavior. Follow the current documentation for available commands and interfaces.

2025-11-04 - v0.1.7: Audio quality improvements and output sample-rate control

  • Quality
    • Added t_span_schedule (supports cosine reordering) to improve quality at the same step count
    • Unified realtime_vc output to 22 kHz for better fidelity
    • Preserve sufficient voiced context across long silences to improve coherence
  • Output sample rate
    • WebSocket adds sample_rate_out to return audio at the requested sample rate
  • Other
    • VAD settings moved into config for easier tuning and portability
    • time_records centralized under session management
    • Removed realtimevc perf tracing, file-vc scripts, and noise-gate module to reduce redundancy
    • Fixed audio not being persisted when upstream disconnects unexpectedly

2025-10-16 - v0.1.6: Multi-GPU/Multi-instance deployment, semantic feature retrieval, uv package management

  • Deployment & Concurrency
    • Support custom model and config file paths, enabling multiple instances with isolated configs and ports
    • Support single instance using multiple GPUs to improve concurrency
  • Quality & Effect
    • Added semantic feature retrieval module to improve voice similarity and robustness
    • Optimized VAD parameters to reduce noise and silence false triggers
  • Engineering
    • Migrated package management to uv for faster install and startup
    • Fixed send_slow false delay warning
    • Added VC evaluation tool tools/eval.py

2025-07-24 - v0.1.5: Pitch Adaptive Matching Support and Real-time Monitoring Optimization

  • Real-time monitoring optimization:
    • Optimized timeline_lognize, added delay items statistics for same event types
    • Added SLOW tags to logs for monitoring receive intervals, send intervals, and VC-E2E latency
  • Support for pitch adaptive matching with reference audio to improve conversion quality
    • Added pitch analysis script providing audio analysis tools
    • Added pitch adaptive matching functionality with corresponding toggle configuration
  • Other optimizations
    • Changed UID generation method to time-based generation for easier experimentation and testing
    • Optimized session tool's file naming mechanism
    • Added config and model path options, support NAS configuration files, enable simpler cloud host deployment
View Historical Versions

2025-07-02 - v0.1.3: Added Process and Instance Level Concurrency Monitoring

  • Added PID record to logs for easier instance tracking
  • Added instance concurrency monitoring feature for real-time concurrency viewing
  • Optimized performance analysis interface to reduce impact on real-time performance

2025-06-26 - v0.1.2: Persistent Storage Optimization

  • Optimized session persistent storage module with asynchronous processing
  • Separated time-consuming timeline statistical analysis module to improve response speed
  • Optimized timeline recording mechanism to reduce storage overhead

2025-06-19 - v0.1.1: First Packet Performance Optimization

  • Added performance monitoring API endpoint /tools/performance-report for real-time performance metrics
  • Enhanced timing logs for better performance bottleneck analysis
  • Mitigated delay issue caused by first audio packet model invocation

2025-06-15 - v0.1.0: Basic Service Framework

Completed the core framework construction of real-time voice conversion service based on Seed-VC, implementing WebSocket streaming inference, performance monitoring, multi-format audio support and other complete basic functions.

  • Real-time streaming voice conversion service
  • WebSocket API support for PCM and Opus formats
  • Complete performance monitoring and statistics system
  • Flexible configuration management and environment variable support
  • Multi-Worker concurrent processing capability
  • Concurrent performance testing framework

Fast-VC · 实时流式语音转换